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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"},{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"},{"displayValue":"Partner Business","logicalValue":"Partner Business"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Security","logicalValue":"Security"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1784144736928001MYmk","RegistrantKey":"177730559163ignite27-1784144736928001MYmk"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790626769592001D5UD","RegistrantKey":"177730559163ignite27-1790626769592001D5UD"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 2, Room 2011","logicalValue":"Moscone West | Level 2, Room 2011"},"tags":[{"displayValue":"AI","logicalValue":"AI"},{"displayValue":"Security","logicalValue":"Security"},{"displayValue":"AI controls","logicalValue":"AI controls"},{"displayValue":"Agents","logicalValue":"Agents"}]},{"@search.score":1.0,"documentId":"d22838a2-7fd8-4907-ba2d-b1881b9a12f0","embeddingContent":"Avoiding agent chaos: Design your enterprise governance modelAre governance gaps slowing AI at scale, leaving business leaders like yourself struggling to manage risk amidst fragmented tools and unclear guidance? In this no-code lab, explore how Microsoft Foundry, Copilot Studio, and Agent 365 can help unify governance and security across agents, apps, data, and models. Compare choices, map controls to business priorities, and leave with an actionable path to scale AI agents with confidence.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Dingding Lu, Jared Meade","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856874938001hou4-1791827558814001XzMt","langLocale":"en-US","sessionId":"1787856874938001hou4","sessionInstanceId":"1787856874938001hou4-1791827558814001XzMt","sessionTimeId":"1791827558814001XzMt","sessionCode":"LAB692","sessionCodeNormalized":"EN-US-LAB692","title":"Build a grounded AI agent with Azure HorizonDB for PostgreSQL","sortTitle":"build a grounded ai agent with azure horizondb for postgresql","description":"Your agent is only as good as the data behind it. Join us to build a working agent that retrieves trusted context from operational PostgreSQL data in Azure HorizonDB. Create an AI pipeline, generate embeddings, combine vector and keyword retrieval, apply filters, and connect results to an agent workflow. Leave with a reusable architecture and working implementation.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"22:45 - 00:00","startDateTime":"2026-11-19T22:45:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-20T00:00:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856874938001hou4_20261008214010609.avif","speakerIds":["177730559163ignite27-1780417703776001pRVt","177730559163ignite27-1765523022660001aKcF"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:32.405Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856874938001hou4_20261008214010609.avif","ogTitle":"Build a grounded AI agent with Azure HorizonDB for PostgreSQL","ogDescription":"Your agent is only as good as the data behind it. Join us to build a working agent that retrieves trusted context from operational PostgreSQL data in Azure HorizonDB. Create an AI pipeline, generate embeddings, combine vector and keyword retrieval, apply filters, and connect results to an agent workflow. Leave with a reusable architecture and working implementation.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Dingding Lu, Jared Meade","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856874938001hou4-1791827622624001XHra","langLocale":"en-US","sessionId":"1787856874938001hou4","sessionInstanceId":"1787856874938001hou4-1791827622624001XHra","sessionTimeId":"1791827622624001XHra","sessionCode":"LAB692","sessionCodeNormalized":"EN-US-LAB692","title":"Build a grounded AI agent with Azure HorizonDB for PostgreSQL","sortTitle":"build a grounded ai agent with azure horizondb for postgresql","description":"Your agent is only as good as the data behind it. Join us to build a working agent that retrieves trusted context from operational PostgreSQL data in Azure HorizonDB. Create an AI pipeline, generate embeddings, combine vector and keyword retrieval, apply filters, and connect results to an agent workflow. Leave with a reusable architecture and working implementation.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"17:00 - 18:15","startDateTime":"2026-11-20T17:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-20T18:15:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856874938001hou4_20261008214010609.avif","speakerIds":["177730559163ignite27-1780417703776001pRVt","177730559163ignite27-1765523022660001aKcF"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:32.405Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856874938001hou4_20261008214010609.avif","ogTitle":"Build a grounded AI agent with Azure HorizonDB for PostgreSQL","ogDescription":"Your agent is only as good as the data behind it. Join us to build a working agent that retrieves trusted context from operational PostgreSQL data in Azure HorizonDB. Create an AI pipeline, generate embeddings, combine vector and keyword retrieval, apply filters, and connect results to an agent workflow. Leave with a reusable architecture and working implementation.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Data","logicalValue":"Data"}],"industry":[],"sessionLevel":[{"displayValue":"(400) Expert","logicalValue":"(400) Expert"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1765523022660001aKcF","RegistrantKey":"177730559163ignite27-1765523022660001aKcF"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1780417703776001pRVt","RegistrantKey":"177730559163ignite27-1780417703776001pRVt"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3016","logicalValue":"Moscone West | Level 3, Room 3016"},"tags":[]},{"@search.score":1.0,"documentId":"a5958137-2623-4f1c-9052-ba3f4ed03c58","embeddingContent":"Build a grounded AI agent with Azure HorizonDB for PostgreSQLYour agent is only as good as the data behind it. Join us to build a working agent that retrieves trusted context from operational PostgreSQL data in Azure HorizonDB. Create an AI pipeline, generate embeddings, combine vector and keyword retrieval, apply filters, and connect results to an agent workflow. Leave with a reusable architecture and working implementation.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Dingding Lu, Jared Meade","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856874938001hou4-1791588127752001C7SI","langLocale":"en-US","sessionId":"1787856874938001hou4","sessionInstanceId":"1787856874938001hou4-1791588127752001C7SI","sessionTimeId":"1791588127752001C7SI","sessionCode":"LAB692","sessionCodeNormalized":"EN-US-LAB692","title":"Build a grounded AI agent with Azure HorizonDB for PostgreSQL","sortTitle":"build a grounded ai agent with azure horizondb for postgresql","description":"Your agent is only as good as the data behind it. Join us to build a working agent that retrieves trusted context from operational PostgreSQL data in Azure HorizonDB. Create an AI pipeline, generate embeddings, combine vector and keyword retrieval, apply filters, and connect results to an agent workflow. Leave with a reusable architecture and working implementation.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"02:15 - 03:30","startDateTime":"2026-11-18T02:15:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T03:30:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856874938001hou4_20261025104318910.png","speakerIds":["177730559163ignite27-1780417703776001pRVt","177730559163ignite27-1765523022660001aKcF"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:07.207Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856874938001hou4_20261025104318910.png","ogTitle":"Build a grounded AI agent with Azure HorizonDB for PostgreSQL","ogDescription":"Your agent is only as good as the data behind it. Join us to build a working agent that retrieves trusted context from operational PostgreSQL data in Azure HorizonDB. Create an AI pipeline, generate embeddings, combine vector and keyword retrieval, apply filters, and connect results to an agent workflow. Leave with a reusable architecture and working implementation.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Data","logicalValue":"Data"}],"industry":[],"sessionLevel":[{"displayValue":"(400) Expert","logicalValue":"(400) Expert"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1765523022660001aKcF","RegistrantKey":"177730559163ignite27-1765523022660001aKcF"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1780417703776001pRVt","RegistrantKey":"177730559163ignite27-1780417703776001pRVt"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3016","logicalValue":"Moscone West | Level 3, Room 3016"},"tags":[]},{"@search.score":1.0,"documentId":"a2906fc8-40da-412b-8046-5ccb209c1218","embeddingContent":"Build a grounded AI agent with Azure HorizonDB for PostgreSQLYour agent is only as good as the data behind it. Join us to build a working agent that retrieves trusted context from operational PostgreSQL data in Azure HorizonDB. Create an AI pipeline, generate embeddings, combine vector and keyword retrieval, apply filters, and connect results to an agent workflow. Leave with a reusable architecture and working implementation.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Dingding Lu, Jared Meade","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856874938001hou4-1791827525718001XG91","langLocale":"en-US","sessionId":"1787856874938001hou4","sessionInstanceId":"1787856874938001hou4-1791827525718001XG91","sessionTimeId":"1791827525718001XG91","sessionCode":"LAB692","sessionCodeNormalized":"EN-US-LAB692","title":"Build a grounded AI agent with Azure HorizonDB for PostgreSQL","sortTitle":"build a grounded ai agent with azure horizondb for postgresql","description":"Your agent is only as good as the data behind it. Join us to build a working agent that retrieves trusted context from operational PostgreSQL data in Azure HorizonDB. Create an AI pipeline, generate embeddings, combine vector and keyword retrieval, apply filters, and connect results to an agent workflow. Leave with a reusable architecture and working implementation.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"20:00 - 21:15","startDateTime":"2026-11-18T20:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T21:15:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856874938001hou4_20261008214010609.avif","speakerIds":["177730559163ignite27-1780417703776001pRVt","177730559163ignite27-1765523022660001aKcF"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:32.405Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856874938001hou4_20261008214010609.avif","ogTitle":"Build a grounded AI agent with Azure HorizonDB for PostgreSQL","ogDescription":"Your agent is only as good as the data behind it. Join us to build a working agent that retrieves trusted context from operational PostgreSQL data in Azure HorizonDB. Create an AI pipeline, generate embeddings, combine vector and keyword retrieval, apply filters, and connect results to an agent workflow. Leave with a reusable architecture and working implementation.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link\u00A0to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link\u00A0to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link\u00A0to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link\u00A0to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link\u00A0to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link\u00A0to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link\u00A0to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link\u00A0to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link\u00A0to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link\u00A0to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link\u00A0to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link\u00A0to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"},{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Microsoft IQ","logicalValue":"Microsoft IQ"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789499808840001rR34","RegistrantKey":"177730559163ignite27-1789499808840001rR34"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790371304283001m5iF","RegistrantKey":"177730559163ignite27-1790371304283001m5iF"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3003","logicalValue":"Moscone West | Level 3, Room 3003"},"tags":[{"displayValue":"Work IQ","logicalValue":"Work IQ"},{"displayValue":"MCP","logicalValue":"MCP"},{"displayValue":"Microsoft 365","logicalValue":"Microsoft 365"}]},{"@search.score":1.0,"documentId":"fc970fe0-7d9c-4567-b450-325a138e2b5b","embeddingContent":"Build a proactive intelligence agent using Work IQBuild an agent that understands a project's Microsoft 365 workspace and creates grounded project briefings. Using Work IQ remote MCP, you'll connect an agent to project conversations, meetings, and documents to uncover progress, key decisions, risks, and missing follow-ups. See how agents can turn scattered information into actionable updates with minimal manual effort.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Nathan Helgren, Lior Kamrat","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856873158001h30b-1791824302559001F76F","langLocale":"en-US","sessionId":"1787856873158001h30b","sessionInstanceId":"1787856873158001h30b-1791824302559001F76F","sessionTimeId":"1791824302559001F76F","sessionCode":"LAB671","sessionCodeNormalized":"EN-US-LAB671","title":"Build a proactive intelligence agent using Work IQ","sortTitle":"build a proactive intelligence agent using work iq","description":"Build an agent that understands a project's Microsoft 365 workspace and creates grounded project briefings. Using Work IQ remote MCP, you'll connect an agent to project conversations, meetings, and documents to uncover progress, key decisions, risks, and missing follow-ups. See how agents can turn scattered information into actionable updates with minimal manual effort.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"20:00 - 21:15","startDateTime":"2026-11-18T20:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T21:15:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856873158001h30b_20261025104303253.png","speakerIds":["177730559163ignite27-1790371304283001m5iF","177730559163ignite27-1789499808840001rR34"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:14.032Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856873158001h30b_20261025104303253.png","ogTitle":"Build a proactive intelligence agent using Work IQ","ogDescription":"Build an agent that understands a project's Microsoft 365 workspace and creates grounded project briefings. Using Work IQ remote MCP, you'll connect an agent to project conversations, meetings, and documents to uncover progress, key decisions, risks, and missing follow-ups. See how agents can turn scattered information into actionable updates with minimal manual effort.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"},{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Microsoft IQ","logicalValue":"Microsoft IQ"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789499808840001rR34","RegistrantKey":"177730559163ignite27-1789499808840001rR34"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790371304283001m5iF","RegistrantKey":"177730559163ignite27-1790371304283001m5iF"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3003","logicalValue":"Moscone West | Level 3, Room 3003"},"tags":[{"displayValue":"Work IQ","logicalValue":"Work IQ"},{"displayValue":"MCP","logicalValue":"MCP"},{"displayValue":"Microsoft 365","logicalValue":"Microsoft 365"}]},{"@search.score":1.0,"documentId":"13d6cdf4-3e82-4688-ae84-319487a62e35","embeddingContent":"Build agentic document workflows with Content UnderstandingEnterprise processes start with unstructured content—documents, images, audio, video, emails. Before AI agents can act, they must understand and structure it. In this hands-on lab, use Azure Content Understanding (CLI, SDKs) in an agent loop to build an end-to-end workflow. Process real business content, extract and classify information, and route work through automated decision paths. Learn confidence-based automation and human-in-the-loop review for straight-through processing.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Carlotta Castelluccio, Joe Filcik","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856872322001hQo8-1791588105066001CZD9","langLocale":"en-US","sessionId":"1787856872322001hQo8","sessionInstanceId":"1787856872322001hQo8-1791588105066001CZD9","sessionTimeId":"1791588105066001CZD9","sessionCode":"LAB664","sessionCodeNormalized":"EN-US-LAB664","title":"Build agentic document workflows with Content Understanding","sortTitle":"build agentic document workflows with content understanding","description":"Enterprise processes start with unstructured content—documents, images, audio, video, emails. Before AI agents can act, they must understand and structure it. In this hands-on lab, use Azure Content Understanding (CLI, SDKs) in an agent loop to build an end-to-end workflow. Process real business content, extract and classify information, and route work through automated decision paths. Learn confidence-based automation and human-in-the-loop review for straight-through processing.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"23:45 - 01:00","startDateTime":"2026-11-17T23:45:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T01:00:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872322001hQo8_20261025104255656.png","speakerIds":["177730559163ignite27-1756142402845001TiE3","177730559163ignite27-1790201910618001uJq7"],"sessionLinks":[],"relatedSessionInstanceIds":["1792435983854001TDvl-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:05.328Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872322001hQo8_20261025104255656.png","ogTitle":"Build agentic document workflows with Content Understanding","ogDescription":"Enterprise processes start with unstructured content—documents, images, audio, video, emails. Before AI agents can act, they must understand and structure it. In this hands-on lab, use Azure Content Understanding (CLI, SDKs) in an agent loop to build an end-to-end workflow. Process real business content, extract and classify information, and route work through automated decision paths. Learn confidence-based automation and human-in-the-loop review for straight-through processing.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1756142402845001TiE3","RegistrantKey":"177730559163ignite27-1756142402845001TiE3"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790201910618001uJq7","RegistrantKey":"177730559163ignite27-1790201910618001uJq7"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3011","logicalValue":"Moscone West | Level 3, Room 3011"},"tags":[]},{"@search.score":1.0,"documentId":"a43bfce0-a59d-4c9f-af53-b392e1d1c7af","embeddingContent":"Build agentic document workflows with Content UnderstandingEnterprise processes start with unstructured content—documents, images, audio, video, emails. Before AI agents can act, they must understand and structure it. In this hands-on lab, use Azure Content Understanding (CLI, SDKs) in an agent loop to build an end-to-end workflow. Process real business content, extract and classify information, and route work through automated decision paths. Learn confidence-based automation and human-in-the-loop review for straight-through processing.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Carlotta Castelluccio, Joe Filcik","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856872322001hQo8-1791823109402001oX0k","langLocale":"en-US","sessionId":"1787856872322001hQo8","sessionInstanceId":"1787856872322001hQo8-1791823109402001oX0k","sessionTimeId":"1791823109402001oX0k","sessionCode":"LAB664","sessionCodeNormalized":"EN-US-LAB664","title":"Build agentic document workflows with Content Understanding","sortTitle":"build agentic document workflows with content understanding","description":"Enterprise processes start with unstructured content—documents, images, audio, video, emails. Before AI agents can act, they must understand and structure it. In this hands-on lab, use Azure Content Understanding (CLI, SDKs) in an agent loop to build an end-to-end workflow. Process real business content, extract and classify information, and route work through automated decision paths. Learn confidence-based automation and human-in-the-loop review for straight-through processing.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"18:15 - 19:30","startDateTime":"2026-11-18T18:15:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T19:30:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856872322001hQo8_20261008184344730.avif","speakerIds":["177730559163ignite27-1756142402845001TiE3","177730559163ignite27-1790201910618001uJq7"],"sessionLinks":[],"relatedSessionInstanceIds":["1792435983854001TDvl-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:14.03Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856872322001hQo8_20261008184344730.avif","ogTitle":"Build agentic document workflows with Content Understanding","ogDescription":"Enterprise processes start with unstructured content—documents, images, audio, video, emails. Before AI agents can act, they must understand and structure it. In this hands-on lab, use Azure Content Understanding (CLI, SDKs) in an agent loop to build an end-to-end workflow. Process real business content, extract and classify information, and route work through automated decision paths. Learn confidence-based automation and human-in-the-loop review for straight-through processing.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1756142402845001TiE3","RegistrantKey":"177730559163ignite27-1756142402845001TiE3"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790201910618001uJq7","RegistrantKey":"177730559163ignite27-1790201910618001uJq7"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3011","logicalValue":"Moscone West | Level 3, Room 3011"},"tags":[]},{"@search.score":1.0,"documentId":"e1ba49b8-dcb0-4186-bb09-0ac18ea9d821","embeddingContent":"Build agentic document workflows with Content UnderstandingEnterprise processes start with unstructured content—documents, images, audio, video, emails. Before AI agents can act, they must understand and structure it. In this hands-on lab, use Azure Content Understanding (CLI, SDKs) in an agent loop to build an end-to-end workflow. Process real business content, extract and classify information, and route work through automated decision paths. Learn confidence-based automation and human-in-the-loop review for straight-through processing.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Carlotta Castelluccio, Joe Filcik","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856872322001hQo8-1791823146990001alXL","langLocale":"en-US","sessionId":"1787856872322001hQo8","sessionInstanceId":"1787856872322001hQo8-1791823146990001alXL","sessionTimeId":"1791823146990001alXL","sessionCode":"LAB664","sessionCodeNormalized":"EN-US-LAB664","title":"Build agentic document workflows with Content Understanding","sortTitle":"build agentic document workflows with content understanding","description":"Enterprise processes start with unstructured content—documents, images, audio, video, emails. Before AI agents can act, they must understand and structure it. In this hands-on lab, use Azure Content Understanding (CLI, SDKs) in an agent loop to build an end-to-end workflow. Process real business content, extract and classify information, and route work through automated decision paths. Learn confidence-based automation and human-in-the-loop review for straight-through processing.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"18:45 - 20:00","startDateTime":"2026-11-19T18:45:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T20:00:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872322001hQo8_20261025104255656.png","speakerIds":["177730559163ignite27-1756142402845001TiE3","177730559163ignite27-1790201910618001uJq7"],"sessionLinks":[],"relatedSessionInstanceIds":["1792435983854001TDvl-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:14.03Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872322001hQo8_20261025104255656.png","ogTitle":"Build agentic document workflows with Content Understanding","ogDescription":"Enterprise processes start with unstructured content—documents, images, audio, video, emails. Before AI agents can act, they must understand and structure it. In this hands-on lab, use Azure Content Understanding (CLI, SDKs) in an agent loop to build an end-to-end workflow. Process real business content, extract and classify information, and route work through automated decision paths. Learn confidence-based automation and human-in-the-loop review for straight-through processing.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1756142402845001TiE3","RegistrantKey":"177730559163ignite27-1756142402845001TiE3"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790201910618001uJq7","RegistrantKey":"177730559163ignite27-1790201910618001uJq7"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3011","logicalValue":"Moscone West | Level 3, Room 3011"},"tags":[]},{"@search.score":1.0,"documentId":"669f0a77-d103-428a-857c-37a41afa4b7e","embeddingContent":"Build agentic document workflows with Content UnderstandingEnterprise processes start with unstructured content—documents, images, audio, video, emails. Before AI agents can act, they must understand and structure it. In this hands-on lab, use Azure Content Understanding (CLI, SDKs) in an agent loop to build an end-to-end workflow. Process real business content, extract and classify information, and route work through automated decision paths. Learn confidence-based automation and human-in-the-loop review for straight-through processing.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Carlotta Castelluccio, Joe Filcik","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856872322001hQo8-1791915098178001WoXg","langLocale":"en-US","sessionId":"1787856872322001hQo8","sessionInstanceId":"1787856872322001hQo8-1791915098178001WoXg","sessionTimeId":"1791915098178001WoXg","sessionCode":"LAB664","sessionCodeNormalized":"EN-US-LAB664","title":"Build agentic document workflows with Content Understanding","sortTitle":"build agentic document workflows with content understanding","description":"Enterprise processes start with unstructured content—documents, images, audio, video, emails. Before AI agents can act, they must understand and structure it. In this hands-on lab, use Azure Content Understanding (CLI, SDKs) in an agent loop to build an end-to-end workflow. Process real business content, extract and classify information, and route work through automated decision paths. Learn confidence-based automation and human-in-the-loop review for straight-through processing.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"21:00 - 22:15","startDateTime":"2026-11-19T21:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T22:15:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856872322001hQo8_20261008184344730.avif","speakerIds":["177730559163ignite27-1756142402845001TiE3","177730559163ignite27-1790201910618001uJq7"],"sessionLinks":[],"relatedSessionInstanceIds":["1792435983854001TDvl-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:33.724Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856872322001hQo8_20261008184344730.avif","ogTitle":"Build agentic document workflows with Content Understanding","ogDescription":"Enterprise processes start with unstructured content—documents, images, audio, video, emails. Before AI agents can act, they must understand and structure it. In this hands-on lab, use Azure Content Understanding (CLI, SDKs) in an agent loop to build an end-to-end workflow. Process real business content, extract and classify information, and route work through automated decision paths. Learn confidence-based automation and human-in-the-loop review for straight-through processing.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.Additionally, please use\u00A0this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.Additionally, please use\u00A0this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.Additionally, please use\u00A0this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.Additionally, please use\u00A0this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.Additionally, please use\u00A0this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.Additionally, please use\u00A0this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.Additionally, please use\u00A0this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.Additionally, please use\u00A0this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.Additionally, please use\u00A0this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.Additionally, please use\u00A0this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.Additionally, please use\u00A0this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.Additionally, please use\u00A0this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Roy Hasson, Matthew Hicks","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856874778001hgWY-1791827439677001JIdC","langLocale":"en-US","sessionId":"1787856874778001hgWY","sessionInstanceId":"1787856874778001hgWY-1791827439677001JIdC","sessionTimeId":"1791827439677001JIdC","sessionCode":"LAB691","sessionCodeNormalized":"EN-US-LAB691","title":"Build an AI-ready data foundation with Microsoft OneLake","sortTitle":"build an ai-ready data foundation with microsoft onelake","description":"Learn how to unify and govern your data estate with Microsoft OneLake. In this hands-on lab, you'll connect data from multiple sources, explore zero-copy data access patterns, discover and share data across teams, and apply governance controls to create trusted, reusable data assets. Leave with practical skills for preparing data for analytics, AI, and intelligent applications.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"21:00 - 22:15","startDateTime":"2026-11-19T21:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T22:15:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856874778001hgWY_20261025104317433.png","speakerIds":["177730559163ignite27-1776284392762001COts","177730559163ignite27-1788981090720001DOXY"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:32.405Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856874778001hgWY_20261025104317433.png","ogTitle":"Build an AI-ready data foundation with Microsoft OneLake","ogDescription":"Learn how to unify and govern your data estate with Microsoft OneLake. In this hands-on lab, you'll connect data from multiple sources, explore zero-copy data access patterns, discover and share data across teams, and apply governance controls to create trusted, reusable data assets. Leave with practical skills for preparing data for analytics, AI, and intelligent applications.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"00:00 - 01:15","startDateTime":"2026-11-19T00:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T01:15:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856874778001hgWY_20261025104317433.png","speakerIds":["177730559163ignite27-1776284392762001COts","177730559163ignite27-1788981090720001DOXY"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:32.404Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856874778001hgWY_20261025104317433.png","ogTitle":"Build an AI-ready data foundation with Microsoft OneLake","ogDescription":"Learn how to unify and govern your data estate with Microsoft OneLake. In this hands-on lab, you'll connect data from multiple sources, explore zero-copy data access patterns, discover and share data across teams, and apply governance controls to create trusted, reusable data assets. Leave with practical skills for preparing data for analytics, AI, and intelligent applications.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Jameson Merkow, Ivan Tarapov","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1789058828162001t51v-1791911793113001MJW7","langLocale":"en-US","sessionId":"1789058828162001t51v","sessionInstanceId":"1789058828162001t51v-1791911793113001MJW7","sessionTimeId":"1791911793113001MJW7","sessionCode":"LAB730","sessionCodeNormalized":"EN-US-LAB730","title":"Build healthcare agents with foundation and reasoning models","sortTitle":"build healthcare agents with foundation and reasoning models","description":"Learn how to combine healthcare foundation models in Microsoft Foundry with Microsoft AI reasoning models to build intelligent healthcare agents that can analyze, orchestrate, and act on multimodal healthcare data. Explore how they can synthesize information across systems, coordinate workflows, and support clinical, operational, and research scenarios. Discover how agents can deliver context-aware insights that can help healthcare professionals make more informed decisions.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1756141269010001LleM","RegistrantKey":"177730559163ignite27-1756141269010001LleM"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790207095697001esnq","RegistrantKey":"177730559163ignite27-1790207095697001esnq"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3008","logicalValue":"Moscone West | Level 3, Room 3008"},"tags":[]},{"@search.score":1.0,"documentId":"607eb660-0ee2-4ada-8386-24efb2266133","embeddingContent":"Build smarter AI systems with model router and agent optimizerAs organizations scale AI, choosing a single model for every workload can lead to unnecessary costs and missed opportunities. In this lab, explore how model router in Foundry Models and agent optimizer can\u00A0helps organizations balance quality, performance, and cost across diverse use cases. We will break down popular design patterns that developers can use to optimize and scale agentic applications.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Nitya Narasimhan, Kosti Vasilakakis","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856872163001hIGD-1791823003743001JJMb","langLocale":"en-US","sessionId":"1787856872163001hIGD","sessionInstanceId":"1787856872163001hIGD-1791823003743001JJMb","sessionTimeId":"1791823003743001JJMb","sessionCode":"LAB663","sessionCodeNormalized":"EN-US-LAB663","title":"Build smarter AI systems with model router and agent optimizer","sortTitle":"build smarter ai systems with model router and agent optimizer","description":"As organizations scale AI, choosing a single model for every workload can lead to unnecessary costs and missed opportunities. In this lab, explore how model router in Foundry Models and agent optimizer can\u00A0helps organizations balance quality, performance, and cost across diverse use cases. We will break down popular design patterns that developers can use to optimize and scale agentic applications.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"22:45 - 00:00","startDateTime":"2026-11-19T22:45:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-20T00:00:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872163001hIGD_20261025104254221.png","speakerIds":["177730559163ignite27-1756141269010001LleM","177730559163ignite27-1790207095697001esnq"],"sessionLinks":[],"relatedSessionInstanceIds":["1792435742569001ucrY-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:14.029Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872163001hIGD_20261025104254221.png","ogTitle":"Build smarter AI systems with model router and agent optimizer","ogDescription":"As organizations scale AI, choosing a single model for every workload can lead to unnecessary costs and missed opportunities. In this lab, explore how model router in Foundry Models and agent optimizer can\u00A0helps organizations balance quality, performance, and cost across diverse use cases. We will break down popular design patterns that developers can use to optimize and scale agentic applications.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1756141269010001LleM","RegistrantKey":"177730559163ignite27-1756141269010001LleM"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790207095697001esnq","RegistrantKey":"177730559163ignite27-1790207095697001esnq"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3008","logicalValue":"Moscone West | Level 3, Room 3008"},"tags":[]},{"@search.score":1.0,"documentId":"03117739-d499-422e-9b82-ae90d07fc07c","embeddingContent":"Build smarter AI systems with model router and agent optimizerAs organizations scale AI, choosing a single model for every workload can lead to unnecessary costs and missed opportunities. In this lab, explore how model router in Foundry Models and agent optimizer can\u00A0helps organizations balance quality, performance, and cost across diverse use cases. We will break down popular design patterns that developers can use to optimize and scale agentic applications.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Nitya Narasimhan, Kosti Vasilakakis","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856872163001hIGD-1791822972179001oLco","langLocale":"en-US","sessionId":"1787856872163001hIGD","sessionInstanceId":"1787856872163001hIGD-1791822972179001oLco","sessionTimeId":"1791822972179001oLco","sessionCode":"LAB663","sessionCodeNormalized":"EN-US-LAB663","title":"Build smarter AI systems with model router and agent optimizer","sortTitle":"build smarter ai systems with model router and agent optimizer","description":"As organizations scale AI, choosing a single model for every workload can lead to unnecessary costs and missed opportunities. In this lab, explore how model router in Foundry Models and agent optimizer can\u00A0helps organizations balance quality, performance, and cost across diverse use cases. We will break down popular design patterns that developers can use to optimize and scale agentic applications.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"21:00 - 22:15","startDateTime":"2026-11-19T21:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T22:15:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872163001hIGD_20261025104254221.png","speakerIds":["177730559163ignite27-1756141269010001LleM","177730559163ignite27-1790207095697001esnq"],"sessionLinks":[],"relatedSessionInstanceIds":["1792435742569001ucrY-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:14.029Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872163001hIGD_20261025104254221.png","ogTitle":"Build smarter AI systems with model router and agent optimizer","ogDescription":"As organizations scale AI, choosing a single model for every workload can lead to unnecessary costs and missed opportunities. In this lab, explore how model router in Foundry Models and agent optimizer can\u00A0helps organizations balance quality, performance, and cost across diverse use cases. We will break down popular design patterns that developers can use to optimize and scale agentic applications.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1756141269010001LleM","RegistrantKey":"177730559163ignite27-1756141269010001LleM"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790207095697001esnq","RegistrantKey":"177730559163ignite27-1790207095697001esnq"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3003","logicalValue":"Moscone West | Level 3, Room 3003"},"tags":[]},{"@search.score":1.0,"documentId":"1c402386-77fd-4c07-af0b-98949483d29b","embeddingContent":"Build smarter AI systems with model router and agent optimizerAs organizations scale AI, choosing a single model for every workload can lead to unnecessary costs and missed opportunities. In this lab, explore how model router in Foundry Models and agent optimizer can\u00A0helps organizations balance quality, performance, and cost across diverse use cases. We will break down popular design patterns that developers can use to optimize and scale agentic applications.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Nitya Narasimhan, Kosti Vasilakakis","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856872163001hIGD-1791823032528001oqQX","langLocale":"en-US","sessionId":"1787856872163001hIGD","sessionInstanceId":"1787856872163001hIGD-1791823032528001oqQX","sessionTimeId":"1791823032528001oqQX","sessionCode":"LAB663","sessionCodeNormalized":"EN-US-LAB663","title":"Build smarter AI systems with model router and agent optimizer","sortTitle":"build smarter ai systems with model router and agent optimizer","description":"As organizations scale AI, choosing a single model for every workload can lead to unnecessary costs and missed opportunities. In this lab, explore how model router in Foundry Models and agent optimizer can\u00A0helps organizations balance quality, performance, and cost across diverse use cases. We will break down popular design patterns that developers can use to optimize and scale agentic applications.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"18:45 - 20:00","startDateTime":"2026-11-20T18:45:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-20T20:00:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856872163001hIGD_20261008213928586.avif","speakerIds":["177730559163ignite27-1756141269010001LleM","177730559163ignite27-1790207095697001esnq"],"sessionLinks":[],"relatedSessionInstanceIds":["1792435742569001ucrY-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:14.03Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856872163001hIGD_20261008213928586.avif","ogTitle":"Build smarter AI systems with model router and agent optimizer","ogDescription":"As organizations scale AI, choosing a single model for every workload can lead to unnecessary costs and missed opportunities. In this lab, explore how model router in Foundry Models and agent optimizer can\u00A0helps organizations balance quality, performance, and cost across diverse use cases. We will break down popular design patterns that developers can use to optimize and scale agentic applications.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1756141269010001LleM","RegistrantKey":"177730559163ignite27-1756141269010001LleM"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790207095697001esnq","RegistrantKey":"177730559163ignite27-1790207095697001esnq"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3011","logicalValue":"Moscone West | Level 3, Room 3011"},"tags":[]},{"@search.score":1.0,"documentId":"058a7f1b-83a6-43de-8b77-1d2b5f907ad2","embeddingContent":"Build your first Microsoft IQ playbookGet hands-on with Microsoft IQ and build an intelligence playbook that agents can use across your organization. Learn how to organize, govern, and publish business context from data, workflows, and knowledge sources. Explore how shared intelligence improves agent reasoning and discover how Microsoft IQ enables trusted context to be reused across Copilot, Agent 365, and custom AI applications.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Miquella de Boer, Santhosh Ravindran","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856872989001h5Qx-1791824138060001olgl","langLocale":"en-US","sessionId":"1787856872989001h5Qx","sessionInstanceId":"1787856872989001h5Qx-1791824138060001olgl","sessionTimeId":"1791824138060001olgl","sessionCode":"LAB670","sessionCodeNormalized":"EN-US-LAB670","title":"Build your first Microsoft IQ playbook","sortTitle":"build your first microsoft iq playbook","description":"Get hands-on with Microsoft IQ and build an intelligence playbook that agents can use across your organization. Learn how to organize, govern, and publish business context from data, workflows, and knowledge sources. Explore how shared intelligence improves agent reasoning and discover how Microsoft IQ enables trusted context to be reused across Copilot, Agent 365, and custom AI applications.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"16:30 - 17:45","startDateTime":"2026-11-18T16:30:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T17:45:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872989001h5Qx_20261025131533677.png","speakerIds":["177730559163ignite27-1790364479317001utrx","177730559163ignite27-1768332356440001KcKs"],"sessionLinks":[],"relatedSessionInstanceIds":["1792437035182001DB01-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:14.032Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872989001h5Qx_20261025131533677.png","ogTitle":"Build your first Microsoft IQ playbook","ogDescription":"Get hands-on with Microsoft IQ and build an intelligence playbook that agents can use across your organization. Learn how to organize, govern, and publish business context from data, workflows, and knowledge sources. Explore how shared intelligence improves agent reasoning and discover how Microsoft IQ enables trusted context to be reused across Copilot, Agent 365, and custom AI applications.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Microsoft IQ","logicalValue":"Microsoft IQ"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790364479317001utrx","RegistrantKey":"177730559163ignite27-1790364479317001utrx"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1768332356440001KcKs","RegistrantKey":"177730559163ignite27-1768332356440001KcKs"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3003","logicalValue":"Moscone West | Level 3, Room 3003"},"tags":[]},{"@search.score":1.0,"documentId":"bf809122-31c9-4cfc-b037-88b194e381c2","embeddingContent":"Build your first Microsoft IQ playbookGet hands-on with Microsoft IQ and build an intelligence playbook that agents can use across your organization. Learn how to organize, govern, and publish business context from data, workflows, and knowledge sources. Explore how shared intelligence improves agent reasoning and discover how Microsoft IQ enables trusted context to be reused across Copilot, Agent 365, and custom AI applications.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Miquella de Boer, Santhosh Ravindran","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856872989001h5Qx-1791824167199001COUM","langLocale":"en-US","sessionId":"1787856872989001h5Qx","sessionInstanceId":"1787856872989001h5Qx-1791824167199001COUM","sessionTimeId":"1791824167199001COUM","sessionCode":"LAB670","sessionCodeNormalized":"EN-US-LAB670","title":"Build your first Microsoft IQ playbook","sortTitle":"build your first microsoft iq playbook","description":"Get hands-on with Microsoft IQ and build an intelligence playbook that agents can use across your organization. Learn how to organize, govern, and publish business context from data, workflows, and knowledge sources. Explore how shared intelligence improves agent reasoning and discover how Microsoft IQ enables trusted context to be reused across Copilot, Agent 365, and custom AI applications.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"00:00 - 01:15","startDateTime":"2026-11-19T00:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T01:15:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872989001h5Qx_20261025131533677.png","speakerIds":["177730559163ignite27-1790364479317001utrx","177730559163ignite27-1768332356440001KcKs"],"sessionLinks":[],"relatedSessionInstanceIds":["1792437035182001DB01-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:14.032Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872989001h5Qx_20261025131533677.png","ogTitle":"Build your first Microsoft IQ playbook","ogDescription":"Get hands-on with Microsoft IQ and build an intelligence playbook that agents can use across your organization. Learn how to organize, govern, and publish business context from data, workflows, and knowledge sources. Explore how shared intelligence improves agent reasoning and discover how Microsoft IQ enables trusted context to be reused across Copilot, Agent 365, and custom AI applications.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Microsoft IQ","logicalValue":"Microsoft IQ"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790364479317001utrx","RegistrantKey":"177730559163ignite27-1790364479317001utrx"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1768332356440001KcKs","RegistrantKey":"177730559163ignite27-1768332356440001KcKs"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3003","logicalValue":"Moscone West | Level 3, Room 3003"},"tags":[]},{"@search.score":1.0,"documentId":"149ed047-59b4-4de7-aa20-54b064139015","embeddingContent":"Build, observe, and scale AI-ready apps and workloads with AKSDeploy and operate AI inference on AKS without building a cluster from scratch. Deploy a prepared AI application to AKS Automatic, request GPU resources, and watch Automatic provision the required compute. You then run inference, inspect application and GPU metrics, generate load, and observe scaling. A final Ray exercise demonstrates distributed AI on the same AKS foundation. The lab follows an AI workload from container image to a secure, observable, scalable deployment.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Vinicius Apolinario, Brian Benz","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856876559001h7CZ-1791916344821001aady","langLocale":"en-US","sessionId":"1787856876559001h7CZ","sessionInstanceId":"1787856876559001h7CZ-1791916344821001aady","sessionTimeId":"1791916344821001aady","sessionCode":"LAB723","sessionCodeNormalized":"EN-US-LAB723","title":"Build, observe, and scale AI-ready apps and workloads with AKS","sortTitle":"build, observe, and scale ai-ready apps and workloads with aks","description":"Deploy and operate AI inference on AKS without building a cluster from scratch. Deploy a prepared AI application to AKS Automatic, request GPU resources, and watch Automatic provision the required compute. You then run inference, inspect application and GPU metrics, generate load, and observe scaling. A final Ray exercise demonstrates distributed AI on the same AKS foundation. The lab follows an AI workload from container image to a secure, observable, scalable deployment.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"00:00 - 01:15","startDateTime":"2026-11-19T00:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T01:15:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856876559001h7CZ_20261008214056843.avif","speakerIds":["177730559163ignite27-1758766245240001PtSK","177730559163ignite27-1776199101971001JvYe"],"sessionLinks":[],"relatedSessionInstanceIds":["1792445421778001nMJv-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:33.725Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856876559001h7CZ_20261008214056843.avif","ogTitle":"Build, observe, and scale AI-ready apps and workloads with AKS","ogDescription":"Deploy and operate AI inference on AKS without building a cluster from scratch. Deploy a prepared AI application to AKS Automatic, request GPU resources, and watch Automatic provision the required compute. You then run inference, inspect application and GPU metrics, generate load, and observe scaling. A final Ray exercise demonstrates distributed AI on the same AKS foundation. The lab follows an AI workload from container image to a secure, observable, scalable deployment.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1776199101971001JvYe","RegistrantKey":"177730559163ignite27-1776199101971001JvYe"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1758766245240001PtSK","RegistrantKey":"177730559163ignite27-1758766245240001PtSK"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 2, Room 2016","logicalValue":"Moscone West | Level 2, Room 2016"},"tags":[]},{"@search.score":1.0,"documentId":"538d0830-e61d-4986-9ebb-97612433b931","embeddingContent":"Build, observe, and scale AI-ready apps and workloads with AKSDeploy and operate AI inference on AKS without building a cluster from scratch. Deploy a prepared AI application to AKS Automatic, request GPU resources, and watch Automatic provision the required compute. You then run inference, inspect application and GPU metrics, generate load, and observe scaling. A final Ray exercise demonstrates distributed AI on the same AKS foundation. The lab follows an AI workload from container image to a secure, observable, scalable deployment.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Vinicius Apolinario, Brian Benz","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856876559001h7CZ-1791906698620001aNJy","langLocale":"en-US","sessionId":"1787856876559001h7CZ","sessionInstanceId":"1787856876559001h7CZ-1791906698620001aNJy","sessionTimeId":"1791906698620001aNJy","sessionCode":"LAB723","sessionCodeNormalized":"EN-US-LAB723","title":"Build, observe, and scale AI-ready apps and workloads with AKS","sortTitle":"build, observe, and scale ai-ready apps and workloads with aks","description":"Deploy and operate AI inference on AKS without building a cluster from scratch. Deploy a prepared AI application to AKS Automatic, request GPU resources, and watch Automatic provision the required compute. You then run inference, inspect application and GPU metrics, generate load, and observe scaling. A final Ray exercise demonstrates distributed AI on the same AKS foundation. The lab follows an AI workload from container image to a secure, observable, scalable deployment.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"18:45 - 20:00","startDateTime":"2026-11-19T18:45:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T20:00:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856876559001h7CZ_20261008214056843.avif","speakerIds":["177730559163ignite27-1758766245240001PtSK","177730559163ignite27-1776199101971001JvYe"],"sessionLinks":[],"relatedSessionInstanceIds":["1792445421778001nMJv-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:33.726Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856876559001h7CZ_20261008214056843.avif","ogTitle":"Build, observe, and scale AI-ready apps and workloads with AKS","ogDescription":"Deploy and operate AI inference on AKS without building a cluster from scratch. Deploy a prepared AI application to AKS Automatic, request GPU resources, and watch Automatic provision the required compute. You then run inference, inspect application and GPU metrics, generate load, and observe scaling. A final Ray exercise demonstrates distributed AI on the same AKS foundation. The lab follows an AI workload from container image to a secure, observable, scalable deployment.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1776199101971001JvYe","RegistrantKey":"177730559163ignite27-1776199101971001JvYe"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1758766245240001PtSK","RegistrantKey":"177730559163ignite27-1758766245240001PtSK"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 2, Room 2016","logicalValue":"Moscone West | Level 2, Room 2016"},"tags":[]},{"@search.score":1.0,"documentId":"326e0c9e-1d5c-4386-9ecf-d7857af06ef5","embeddingContent":"Build, observe, and scale AI-ready apps and workloads with AKSDeploy and operate AI inference on AKS without building a cluster from scratch. Deploy a prepared AI application to AKS Automatic, request GPU resources, and watch Automatic provision the required compute. You then run inference, inspect application and GPU metrics, generate load, and observe scaling. A final Ray exercise demonstrates distributed AI on the same AKS foundation. The lab follows an AI workload from container image to a secure, observable, scalable deployment.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Vinicius Apolinario, Brian Benz","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856876559001h7CZ-1791906753491001JL9s","langLocale":"en-US","sessionId":"1787856876559001h7CZ","sessionInstanceId":"1787856876559001h7CZ-1791906753491001JL9s","sessionTimeId":"1791906753491001JL9s","sessionCode":"LAB723","sessionCodeNormalized":"EN-US-LAB723","title":"Build, observe, and scale AI-ready apps and workloads with AKS","sortTitle":"build, observe, and scale ai-ready apps and workloads with aks","description":"Deploy and operate AI inference on AKS without building a cluster from scratch. Deploy a prepared AI application to AKS Automatic, request GPU resources, and watch Automatic provision the required compute. You then run inference, inspect application and GPU metrics, generate load, and observe scaling. A final Ray exercise demonstrates distributed AI on the same AKS foundation. The lab follows an AI workload from container image to a secure, observable, scalable deployment.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"18:15 - 19:30","startDateTime":"2026-11-18T18:15:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T19:30:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856876559001h7CZ_20261008214056843.avif","speakerIds":["177730559163ignite27-1758766245240001PtSK","177730559163ignite27-1776199101971001JvYe"],"sessionLinks":[],"relatedSessionInstanceIds":["1792445421778001nMJv-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:33.725Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856876559001h7CZ_20261008214056843.avif","ogTitle":"Build, observe, and scale AI-ready apps and workloads with AKS","ogDescription":"Deploy and operate AI inference on AKS without building a cluster from scratch. Deploy a prepared AI application to AKS Automatic, request GPU resources, and watch Automatic provision the required compute. You then run inference, inspect application and GPU metrics, generate load, and observe scaling. A final Ray exercise demonstrates distributed AI on the same AKS foundation. The lab follows an AI workload from container image to a secure, observable, scalable deployment.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1776199101971001JvYe","RegistrantKey":"177730559163ignite27-1776199101971001JvYe"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1758766245240001PtSK","RegistrantKey":"177730559163ignite27-1758766245240001PtSK"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 2, Room 2016","logicalValue":"Moscone West | Level 2, Room 2016"},"tags":[]},{"@search.score":1.0,"documentId":"17d19d70-7e64-4716-a7c6-54a9878fd9c0","embeddingContent":"Build, observe, and scale AI-ready apps and workloads with AKSDeploy and operate AI inference on AKS without building a cluster from scratch. Deploy a prepared AI application to AKS Automatic, request GPU resources, and watch Automatic provision the required compute. You then run inference, inspect application and GPU metrics, generate load, and observe scaling. A final Ray exercise demonstrates distributed AI on the same AKS foundation. The lab follows an AI workload from container image to a secure, observable, scalable deployment.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Vinicius Apolinario, Brian Benz","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856876559001h7CZ-1791588080706001CLZW","langLocale":"en-US","sessionId":"1787856876559001h7CZ","sessionInstanceId":"1787856876559001h7CZ-1791588080706001CLZW","sessionTimeId":"1791588080706001CLZW","sessionCode":"LAB723","sessionCodeNormalized":"EN-US-LAB723","title":"Build, observe, and scale AI-ready apps and workloads with AKS","sortTitle":"build, observe, and scale ai-ready apps and workloads with aks","description":"Deploy and operate AI inference on AKS without building a cluster from scratch. Deploy a prepared AI application to AKS Automatic, request GPU resources, and watch Automatic provision the required compute. You then run inference, inspect application and GPU metrics, generate load, and observe scaling. A final Ray exercise demonstrates distributed AI on the same AKS foundation. The lab follows an AI workload from container image to a secure, observable, scalable deployment.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1776199101971001JvYe","RegistrantKey":"177730559163ignite27-1776199101971001JvYe"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1758766245240001PtSK","RegistrantKey":"177730559163ignite27-1758766245240001PtSK"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 2, Room 2016","logicalValue":"Moscone West | Level 2, Room 2016"},"tags":[]},{"@search.score":1.0,"documentId":"adbe59e8-6ae0-41f8-aa4f-4550291b0c49","embeddingContent":"Building multi-agent systems. Lost in San FranciscoLost in San Francisco with a deadline to make it to Ignite you’ll code an AI agent using Foundry Agent Service, Foundry IQ, and Foundry Tools. Step by step, you’ll design an agent that reasons, acts, and adapts in real time, integrating MCP tools to solve challenges along the way. Leave with hands‑on experience building and orchestrating production‑ready agentic systems.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Henk Boelman, Lee Stott","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856872827001h7lI-1791819685511001Ffiq","langLocale":"en-US","sessionId":"1787856872827001h7lI","sessionInstanceId":"1787856872827001h7lI-1791819685511001Ffiq","sessionTimeId":"1791819685511001Ffiq","sessionCode":"LAB667","sessionCodeNormalized":"EN-US-LAB667","title":"Building multi-agent systems. Lost in San Francisco","sortTitle":"building multi-agent systems. lost in san francisco","description":"Lost in San Francisco with a deadline to make it to Ignite you’ll code an AI agent using Foundry Agent Service, Foundry IQ, and Foundry Tools. Step by step, you’ll design an agent that reasons, acts, and adapts in real time, integrating MCP tools to solve challenges along the way. Leave with hands‑on experience building and orchestrating production‑ready agentic systems.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"16:30 - 17:45","startDateTime":"2026-11-18T16:30:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T17:45:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872827001h7lI_20261025104300351.png","speakerIds":["177730559163ignite27-1754963585693001VLHf","177730559163ignite27-1758764115124001fdmg"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:12.889Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872827001h7lI_20261025104300351.png","ogTitle":"Building multi-agent systems. Lost in San Francisco","ogDescription":"Lost in San Francisco with a deadline to make it to Ignite you’ll code an AI agent using Foundry Agent Service, Foundry IQ, and Foundry Tools. Step by step, you’ll design an agent that reasons, acts, and adapts in real time, integrating MCP tools to solve challenges along the way. Leave with hands‑on experience building and orchestrating production‑ready agentic systems.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1754963585693001VLHf","RegistrantKey":"177730559163ignite27-1754963585693001VLHf"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1758764115124001fdmg","RegistrantKey":"177730559163ignite27-1758764115124001fdmg"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3008","logicalValue":"Moscone West | Level 3, Room 3008"},"tags":[]},{"@search.score":1.0,"documentId":"76f44add-09c9-465c-a56f-5eceeedb4304","embeddingContent":"Building multi-agent systems. Lost in San FranciscoLost in San Francisco with a deadline to make it to Ignite you’ll code an AI agent using Foundry Agent Service, Foundry IQ, and Foundry Tools. Step by step, you’ll design an agent that reasons, acts, and adapts in real time, integrating MCP tools to solve challenges along the way. Leave with hands‑on experience building and orchestrating production‑ready agentic systems.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Henk Boelman, Lee Stott","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856872827001h7lI-1791915154120001MKUg","langLocale":"en-US","sessionId":"1787856872827001h7lI","sessionInstanceId":"1787856872827001h7lI-1791915154120001MKUg","sessionTimeId":"1791915154120001MKUg","sessionCode":"LAB667","sessionCodeNormalized":"EN-US-LAB667","title":"Building multi-agent systems. Lost in San Francisco","sortTitle":"building multi-agent systems. lost in san francisco","description":"Lost in San Francisco with a deadline to make it to Ignite you’ll code an AI agent using Foundry Agent Service, Foundry IQ, and Foundry Tools. Step by step, you’ll design an agent that reasons, acts, and adapts in real time, integrating MCP tools to solve challenges along the way. Leave with hands‑on experience building and orchestrating production‑ready agentic systems.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"20:00 - 21:15","startDateTime":"2026-11-18T20:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T21:15:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872827001h7lI_20261025104300351.png","speakerIds":["177730559163ignite27-1754963585693001VLHf","177730559163ignite27-1758764115124001fdmg"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:33.724Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872827001h7lI_20261025104300351.png","ogTitle":"Building multi-agent systems. Lost in San Francisco","ogDescription":"Lost in San Francisco with a deadline to make it to Ignite you’ll code an AI agent using Foundry Agent Service, Foundry IQ, and Foundry Tools. Step by step, you’ll design an agent that reasons, acts, and adapts in real time, integrating MCP tools to solve challenges along the way. Leave with hands‑on experience building and orchestrating production‑ready agentic systems.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1754963585693001VLHf","RegistrantKey":"177730559163ignite27-1754963585693001VLHf"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1758764115124001fdmg","RegistrantKey":"177730559163ignite27-1758764115124001fdmg"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3009","logicalValue":"Moscone West | Level 3, Room 3009"},"tags":[]},{"@search.score":1.0,"documentId":"f48402d5-0a3c-4e2a-98e4-05528dc97627","embeddingContent":"Building multi-agent systems. Lost in San FranciscoLost in San Francisco with a deadline to make it to Ignite you’ll code an AI agent using Foundry Agent Service, Foundry IQ, and Foundry Tools. Step by step, you’ll design an agent that reasons, acts, and adapts in real time, integrating MCP tools to solve challenges along the way. Leave with hands‑on experience building and orchestrating production‑ready agentic systems.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Henk Boelman, Lee Stott","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856872827001h7lI-1791823961577001oJPG","langLocale":"en-US","sessionId":"1787856872827001h7lI","sessionInstanceId":"1787856872827001h7lI-1791823961577001oJPG","sessionTimeId":"1791823961577001oJPG","sessionCode":"LAB667","sessionCodeNormalized":"EN-US-LAB667","title":"Building multi-agent systems. Lost in San Francisco","sortTitle":"building multi-agent systems. lost in san francisco","description":"Lost in San Francisco with a deadline to make it to Ignite you’ll code an AI agent using Foundry Agent Service, Foundry IQ, and Foundry Tools. Step by step, you’ll design an agent that reasons, acts, and adapts in real time, integrating MCP tools to solve challenges along the way. Leave with hands‑on experience building and orchestrating production‑ready agentic systems.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"22:15 - 23:30","startDateTime":"2026-11-18T22:15:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T23:30:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872827001h7lI_20261025104300351.png","speakerIds":["177730559163ignite27-1754963585693001VLHf","177730559163ignite27-1758764115124001fdmg"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:14.031Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872827001h7lI_20261025104300351.png","ogTitle":"Building multi-agent systems. Lost in San Francisco","ogDescription":"Lost in San Francisco with a deadline to make it to Ignite you’ll code an AI agent using Foundry Agent Service, Foundry IQ, and Foundry Tools. Step by step, you’ll design an agent that reasons, acts, and adapts in real time, integrating MCP tools to solve challenges along the way. Leave with hands‑on experience building and orchestrating production‑ready agentic systems.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1754963585693001VLHf","RegistrantKey":"177730559163ignite27-1754963585693001VLHf"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1758764115124001fdmg","RegistrantKey":"177730559163ignite27-1758764115124001fdmg"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3011","logicalValue":"Moscone West | Level 3, Room 3011"},"tags":[]},{"@search.score":1.0,"documentId":"d40d5bf6-0742-4287-8f31-f87779a7f6c0","embeddingContent":"Building multi-agent systems. Lost in San FranciscoLost in San Francisco with a deadline to make it to Ignite you’ll code an AI agent using Foundry Agent Service, Foundry IQ, and Foundry Tools. Step by step, you’ll design an agent that reasons, acts, and adapts in real time, integrating MCP tools to solve challenges along the way. Leave with hands‑on experience building and orchestrating production‑ready agentic systems.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Henk Boelman, Lee Stott","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856872827001h7lI-1791824056131001JYe8","langLocale":"en-US","sessionId":"1787856872827001h7lI","sessionInstanceId":"1787856872827001h7lI-1791824056131001JYe8","sessionTimeId":"1791824056131001JYe8","sessionCode":"LAB667","sessionCodeNormalized":"EN-US-LAB667","title":"Building multi-agent systems. Lost in San Francisco","sortTitle":"building multi-agent systems. lost in san francisco","description":"Lost in San Francisco with a deadline to make it to Ignite you’ll code an AI agent using Foundry Agent Service, Foundry IQ, and Foundry Tools. Step by step, you’ll design an agent that reasons, acts, and adapts in real time, integrating MCP tools to solve challenges along the way. Leave with hands‑on experience building and orchestrating production‑ready agentic systems.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"17:00 - 18:15","startDateTime":"2026-11-20T17:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-20T18:15:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872827001h7lI_20261025104300351.png","speakerIds":["177730559163ignite27-1754963585693001VLHf","177730559163ignite27-1758764115124001fdmg"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:14.032Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872827001h7lI_20261025104300351.png","ogTitle":"Building multi-agent systems. Lost in San Francisco","ogDescription":"Lost in San Francisco with a deadline to make it to Ignite you’ll code an AI agent using Foundry Agent Service, Foundry IQ, and Foundry Tools. Step by step, you’ll design an agent that reasons, acts, and adapts in real time, integrating MCP tools to solve challenges along the way. Leave with hands‑on experience building and orchestrating production‑ready agentic systems.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1754963585693001VLHf","RegistrantKey":"177730559163ignite27-1754963585693001VLHf"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1758764115124001fdmg","RegistrantKey":"177730559163ignite27-1758764115124001fdmg"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3011","logicalValue":"Moscone West | Level 3, Room 3011"},"tags":[]},{"@search.score":1.0,"documentId":"3999f1d5-d979-439c-9b84-1244d69d95f2","embeddingContent":"Building reliable AI apps and agents with Azure SQL DatabaseLearn how to build production-ready AI applications and agents powered by Azure SQL. In this hands-on lab, you'll prepare Azure SQL Database as a resilient RAG data source, implement hybrid search that combines vector and keyword retrieval, and integrate your retrieval layer with applications and AI agents. Leave with practical patterns you can apply immediately to build reliable, scalable AI solutions.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Aditya Badramraju, Iqra Shaikh","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856875102001h5qp-1791588127985001CUiz","langLocale":"en-US","sessionId":"1787856875102001h5qp","sessionInstanceId":"1787856875102001h5qp-1791588127985001CUiz","sessionTimeId":"1791588127985001CUiz","sessionCode":"LAB693","sessionCodeNormalized":"EN-US-LAB693","title":"Building reliable AI apps and agents with Azure SQL Database","sortTitle":"building reliable ai apps and agents with azure sql database","description":"Learn how to build production-ready AI applications and agents powered by Azure SQL. In this hands-on lab, you'll prepare Azure SQL Database as a resilient RAG data source, implement hybrid search that combines vector and keyword retrieval, and integrate your retrieval layer with applications and AI agents. Leave with practical patterns you can apply immediately to build reliable, scalable AI solutions.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Data","logicalValue":"Data"}],"industry":[],"sessionLevel":[{"displayValue":"(400) Expert","logicalValue":"(400) Expert"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1776100721976001RSoF","RegistrantKey":"177730559163ignite27-1776100721976001RSoF"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790278539557001cQT9","RegistrantKey":"177730559163ignite27-1790278539557001cQT9"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3009","logicalValue":"Moscone West | Level 3, Room 3009"},"tags":[]},{"@search.score":1.0,"documentId":"6f652951-a0a8-46bf-899c-b71f211a151f","embeddingContent":"Building reliable AI apps and agents with Azure SQL DatabaseLearn how to build production-ready AI applications and agents powered by Azure SQL. In this hands-on lab, you'll prepare Azure SQL Database as a resilient RAG data source, implement hybrid search that combines vector and keyword retrieval, and integrate your retrieval layer with applications and AI agents. Leave with practical patterns you can apply immediately to build reliable, scalable AI solutions.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Aditya Badramraju, Iqra Shaikh","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856875102001h5qp-1791827855027001P27K","langLocale":"en-US","sessionId":"1787856875102001h5qp","sessionInstanceId":"1787856875102001h5qp-1791827855027001P27K","sessionTimeId":"1791827855027001P27K","sessionCode":"LAB693","sessionCodeNormalized":"EN-US-LAB693","title":"Building reliable AI apps and agents with Azure SQL Database","sortTitle":"building reliable ai apps and agents with azure sql database","description":"Learn how to build production-ready AI applications and agents powered by Azure SQL. In this hands-on lab, you'll prepare Azure SQL Database as a resilient RAG data source, implement hybrid search that combines vector and keyword retrieval, and integrate your retrieval layer with applications and AI agents. Leave with practical patterns you can apply immediately to build reliable, scalable AI solutions.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Data","logicalValue":"Data"}],"industry":[],"sessionLevel":[{"displayValue":"(400) Expert","logicalValue":"(400) Expert"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1776100721976001RSoF","RegistrantKey":"177730559163ignite27-1776100721976001RSoF"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790278539557001cQT9","RegistrantKey":"177730559163ignite27-1790278539557001cQT9"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3009","logicalValue":"Moscone West | Level 3, Room 3009"},"tags":[]},{"@search.score":1.0,"documentId":"b4a8fb6f-8bbe-4053-8e2c-97d8c8f1c0e8","embeddingContent":"Building reliable AI apps and agents with Azure SQL DatabaseLearn how to build production-ready AI applications and agents powered by Azure SQL. In this hands-on lab, you'll prepare Azure SQL Database as a resilient RAG data source, implement hybrid search that combines vector and keyword retrieval, and integrate your retrieval layer with applications and AI agents. Leave with practical patterns you can apply immediately to build reliable, scalable AI solutions.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Aditya Badramraju, Iqra Shaikh","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856875102001h5qp-1791827824656001CTtg","langLocale":"en-US","sessionId":"1787856875102001h5qp","sessionInstanceId":"1787856875102001h5qp-1791827824656001CTtg","sessionTimeId":"1791827824656001CTtg","sessionCode":"LAB693","sessionCodeNormalized":"EN-US-LAB693","title":"Building reliable AI apps and agents with Azure SQL Database","sortTitle":"building reliable ai apps and agents with azure sql database","description":"Learn how to build production-ready AI applications and agents powered by Azure SQL. In this hands-on lab, you'll prepare Azure SQL Database as a resilient RAG data source, implement hybrid search that combines vector and keyword retrieval, and integrate your retrieval layer with applications and AI agents. Leave with practical patterns you can apply immediately to build reliable, scalable AI solutions.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"17:00 - 18:15","startDateTime":"2026-11-19T17:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T18:15:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856875102001h5qp_20261008184652399.avif","speakerIds":["177730559163ignite27-1790278539557001cQT9","177730559163ignite27-1776100721976001RSoF"],"sessionLinks":[],"relatedSessionInstanceIds":["1792443183103001br8H-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:32.406Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856875102001h5qp_20261008184652399.avif","ogTitle":"Building reliable AI apps and agents with Azure SQL Database","ogDescription":"Learn how to build production-ready AI applications and agents powered by Azure SQL. In this hands-on lab, you'll prepare Azure SQL Database as a resilient RAG data source, implement hybrid search that combines vector and keyword retrieval, and integrate your retrieval layer with applications and AI agents. Leave with practical patterns you can apply immediately to build reliable, scalable AI solutions.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Data","logicalValue":"Data"}],"industry":[],"sessionLevel":[{"displayValue":"(400) Expert","logicalValue":"(400) Expert"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1776100721976001RSoF","RegistrantKey":"177730559163ignite27-1776100721976001RSoF"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790278539557001cQT9","RegistrantKey":"177730559163ignite27-1790278539557001cQT9"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3009","logicalValue":"Moscone West | Level 3, Room 3009"},"tags":[]},{"@search.score":1.0,"documentId":"92e01a7d-dc17-47b1-9de0-e3937b614d01","embeddingContent":"Building reliable AI apps and agents with Azure SQL DatabaseLearn how to build production-ready AI applications and agents powered by Azure SQL. In this hands-on lab, you'll prepare Azure SQL Database as a resilient RAG data source, implement hybrid search that combines vector and keyword retrieval, and integrate your retrieval layer with applications and AI agents. Leave with practical patterns you can apply immediately to build reliable, scalable AI solutions.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Aditya Badramraju, Iqra Shaikh","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856875102001h5qp-1791827805473001o52W","langLocale":"en-US","sessionId":"1787856875102001h5qp","sessionInstanceId":"1787856875102001h5qp-1791827805473001o52W","sessionTimeId":"1791827805473001o52W","sessionCode":"LAB693","sessionCodeNormalized":"EN-US-LAB693","title":"Building reliable AI apps and agents with Azure SQL Database","sortTitle":"building reliable ai apps and agents with azure sql database","description":"Learn how to build production-ready AI applications and agents powered by Azure SQL. In this hands-on lab, you'll prepare Azure SQL Database as a resilient RAG data source, implement hybrid search that combines vector and keyword retrieval, and integrate your retrieval layer with applications and AI agents. Leave with practical patterns you can apply immediately to build reliable, scalable AI solutions.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"16:30 - 17:45","startDateTime":"2026-11-18T16:30:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T17:45:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856875102001h5qp_20261025104320345.png","speakerIds":["177730559163ignite27-1790278539557001cQT9","177730559163ignite27-1776100721976001RSoF"],"sessionLinks":[],"relatedSessionInstanceIds":["1792443183103001br8H-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:32.405Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856875102001h5qp_20261025104320345.png","ogTitle":"Building reliable AI apps and agents with Azure SQL Database","ogDescription":"Learn how to build production-ready AI applications and agents powered by Azure SQL. In this hands-on lab, you'll prepare Azure SQL Database as a resilient RAG data source, implement hybrid search that combines vector and keyword retrieval, and integrate your retrieval layer with applications and AI agents. Leave with practical patterns you can apply immediately to build reliable, scalable AI solutions.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Data","logicalValue":"Data"}],"industry":[],"sessionLevel":[{"displayValue":"(400) Expert","logicalValue":"(400) Expert"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1776100721976001RSoF","RegistrantKey":"177730559163ignite27-1776100721976001RSoF"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790278539557001cQT9","RegistrantKey":"177730559163ignite27-1790278539557001cQT9"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3009","logicalValue":"Moscone West | Level 3, Room 3009"},"tags":[]},{"@search.score":1.0,"documentId":"ab077000-274d-4a26-a97f-7f9dba74d615","embeddingContent":"Can't secure what you can't see. Find every AI agent in your orgAI agents multiply fast, often with no human in the loop. Identity admins, roll up your sleeves: find agents on Microsoft and third-party platforms, assign accountability, right-size access, and protect them with Entra Agent ID and Agent 365.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Jeff Bley, NICK Wryter","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856873958001huZv-1791825528176001oLSO","langLocale":"en-US","sessionId":"1787856873958001huZv","sessionInstanceId":"1787856873958001huZv-1791825528176001oLSO","sessionTimeId":"1791825528176001oLSO","sessionCode":"LAB682","sessionCodeNormalized":"EN-US-LAB682","title":"Can't secure what you can't see. Find every AI agent in your org","sortTitle":"can't secure what you can't see. find every ai agent in your org","description":"AI agents multiply fast, often with no human in the loop. Identity admins, roll up your sleeves: find agents on Microsoft and third-party platforms, assign accountability, right-size access, and protect them with Entra Agent ID and Agent 365.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"18:45 - 20:00","startDateTime":"2026-11-19T18:45:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T20:00:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856873958001huZv_20261025104310538.png","speakerIds":["177730559163ignite27-1790198629930001iB8J","177730559163ignite27-1789477949590001zbp9"],"sessionLinks":[],"relatedSessionInstanceIds":["1792440294673001D3AA-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:32.402Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856873958001huZv_20261025104310538.png","ogTitle":"Can't secure what you can't see. Find every AI agent in your org","ogDescription":"AI agents multiply fast, often with no human in the loop. Identity admins, roll up your sleeves: find agents on Microsoft and third-party platforms, assign accountability, right-size access, and protect them with Entra Agent ID and Agent 365.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"},{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"},{"displayValue":"Partner Business","logicalValue":"Partner Business"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Security","logicalValue":"Security"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789477949590001zbp9","RegistrantKey":"177730559163ignite27-1789477949590001zbp9"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790198629930001iB8J","RegistrantKey":"177730559163ignite27-1790198629930001iB8J"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3007","logicalValue":"Moscone West | Level 3, Room 3007"},"tags":[{"displayValue":"Security","logicalValue":"Security"},{"displayValue":"Identity and network access","logicalValue":"Identity and network access"},{"displayValue":"AI controls","logicalValue":"AI controls"},{"displayValue":"AI Security","logicalValue":"AI Security"},{"displayValue":"Agents","logicalValue":"Agents"},{"displayValue":"Microsoft Entra","logicalValue":"Microsoft Entra"},{"displayValue":"Governance","logicalValue":"Governance"},{"displayValue":"Azure HorizonDB","logicalValue":"Azure HorizonDB"},{"displayValue":"Microsoft Agent 365","logicalValue":"Microsoft Agent 365"}]},{"@search.score":1.0,"documentId":"8de69a52-3383-490f-b719-1edb2869cc37","embeddingContent":"Can't secure what you can't see. Find every AI agent in your orgAI agents multiply fast, often with no human in the loop. Identity admins, roll up your sleeves: find agents on Microsoft and third-party platforms, assign accountability, right-size access, and protect them with Entra Agent ID and Agent 365.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Jeff Bley, NICK Wryter","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856873958001huZv-1791588127269001Cgb4","langLocale":"en-US","sessionId":"1787856873958001huZv","sessionInstanceId":"1787856873958001huZv-1791588127269001Cgb4","sessionTimeId":"1791588127269001Cgb4","sessionCode":"LAB682","sessionCodeNormalized":"EN-US-LAB682","title":"Can't secure what you can't see. Find every AI agent in your org","sortTitle":"can't secure what you can't see. find every ai agent in your org","description":"AI agents multiply fast, often with no human in the loop. Identity admins, roll up your sleeves: find agents on Microsoft and third-party platforms, assign accountability, right-size access, and protect them with Entra Agent ID and Agent 365.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Finbarr Duggan, Reshma Kapoor","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856871623001hxlL-1791821849680001aKVq","langLocale":"en-US","sessionId":"1787856871623001hxlL","sessionInstanceId":"1787856871623001hxlL-1791821849680001aKVq","sessionTimeId":"1791821849680001aKVq","sessionCode":"LAB660","sessionCodeNormalized":"EN-US-LAB660","title":"Configuring, monitoring, and managing AI spend with Agent 365","sortTitle":"configuring, monitoring, and managing ai spend with agent 365","description":"Get hands-on with AI spend management in Agent 365 and learn how to confidently deploy and scale AI across your organisation. After this 75-minute lab, you will understand how to configure the policies that control model and agent availability and spending limits as well as how to monitor spending and course correct by understanding delivered value.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1780420041342001jy9Z","RegistrantKey":"177730559163ignite27-1780420041342001jy9Z"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790688562191001dkHS","RegistrantKey":"177730559163ignite27-1790688562191001dkHS"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3008","logicalValue":"Moscone West | Level 3, Room 3008"},"tags":[]},{"@search.score":1.0,"documentId":"03fd972a-8c2b-4dfa-acde-1205fd746c0b","embeddingContent":"Configuring, monitoring, and managing AI spend with Agent 365Get hands-on with AI spend management in Agent 365 and learn how to confidently deploy and scale AI across your organisation. After this 75-minute lab, you will understand how to configure the policies that control model and agent availability and spending limits as well as how to monitor spending and course correct by understanding delivered value.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Finbarr Duggan, Reshma Kapoor","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856871623001hxlL-1791821901239001Pz6U","langLocale":"en-US","sessionId":"1787856871623001hxlL","sessionInstanceId":"1787856871623001hxlL-1791821901239001Pz6U","sessionTimeId":"1791821901239001Pz6U","sessionCode":"LAB660","sessionCodeNormalized":"EN-US-LAB660","title":"Configuring, monitoring, and managing AI spend with Agent 365","sortTitle":"configuring, monitoring, and managing ai spend with agent 365","description":"Get hands-on with AI spend management in Agent 365 and learn how to confidently deploy and scale AI across your organisation. After this 75-minute lab, you will understand how to configure the policies that control model and agent availability and spending limits as well as how to monitor spending and course correct by understanding delivered value.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"17:00 - 18:15","startDateTime":"2026-11-20T17:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-20T18:15:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856871623001hxlL_20261025104249843.png","speakerIds":["177730559163ignite27-1790688562191001dkHS","177730559163ignite27-1780420041342001jy9Z"],"sessionLinks":[],"relatedSessionInstanceIds":["1792434428400001uwVf-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:14.028Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856871623001hxlL_20261025104249843.png","ogTitle":"Configuring, monitoring, and managing AI spend with Agent 365","ogDescription":"Get hands-on with AI spend management in Agent 365 and learn how to confidently deploy and scale AI across your organisation. After this 75-minute lab, you will understand how to configure the policies that control model and agent availability and spending limits as well as how to monitor spending and course correct by understanding delivered value.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Finbarr Duggan, Reshma Kapoor","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856871623001hxlL-1791588079288001CsND","langLocale":"en-US","sessionId":"1787856871623001hxlL","sessionInstanceId":"1787856871623001hxlL-1791588079288001CsND","sessionTimeId":"1791588079288001CsND","sessionCode":"LAB660","sessionCodeNormalized":"EN-US-LAB660","title":"Configuring, monitoring, and managing AI spend with Agent 365","sortTitle":"configuring, monitoring, and managing ai spend with agent 365","description":"Get hands-on with AI spend management in Agent 365 and learn how to confidently deploy and scale AI across your organisation. After this 75-minute lab, you will understand how to configure the policies that control model and agent availability and spending limits as well as how to monitor spending and course correct by understanding delivered value.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Finbarr Duggan, Reshma Kapoor","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856871623001hxlL-1791821552823001FA7r","langLocale":"en-US","sessionId":"1787856871623001hxlL","sessionInstanceId":"1787856871623001hxlL-1791821552823001FA7r","sessionTimeId":"1791821552823001FA7r","sessionCode":"LAB660","sessionCodeNormalized":"EN-US-LAB660","title":"Configuring, monitoring, and managing AI spend with Agent 365","sortTitle":"configuring, monitoring, and managing ai spend with agent 365","description":"Get hands-on with AI spend management in Agent 365 and learn how to confidently deploy and scale AI across your organisation. After this 75-minute lab, you will understand how to configure the policies that control model and agent availability and spending limits as well as how to monitor spending and course correct by understanding delivered value.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"20:00 - 21:15","startDateTime":"2026-11-18T20:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T21:15:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856871623001hxlL_20261025104249843.png","speakerIds":["177730559163ignite27-1790688562191001dkHS","177730559163ignite27-1780420041342001jy9Z"],"sessionLinks":[],"relatedSessionInstanceIds":["1792434428400001uwVf-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:14.027Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856871623001hxlL_20261025104249843.png","ogTitle":"Configuring, monitoring, and managing AI spend with Agent 365","ogDescription":"Get hands-on with AI spend management in Agent 365 and learn how to confidently deploy and scale AI across your organisation. After this 75-minute lab, you will understand how to configure the policies that control model and agent availability and spending limits as well as how to monitor spending and course correct by understanding delivered value.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Christophe Fiessinger, Charles Tostain","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856874461001hhwp-1791826586907001XlEs","langLocale":"en-US","sessionId":"1787856874461001hhwp","sessionInstanceId":"1787856874461001hhwp-1791826586907001XlEs","sessionTimeId":"1791826586907001XlEs","sessionCode":"LAB685","sessionCodeNormalized":"EN-US-LAB685","title":"Deploy Copilot with confidence: Find & protect exposed sensitive data","sortTitle":"deploy copilot with confidence: find & protect exposed sensitive data","description":"Prepare your organization for secure AI adoption. In this hands-on lab, assess oversharing risks, identify exposed sensitive data, apply labels and policy controls, and validate that Microsoft Copilot can scale without exposing critical information.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"16:30 - 17:45","startDateTime":"2026-11-18T16:30:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T17:45:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856874461001hhwp_20261025104314532.png","speakerIds":["177730559163ignite27-1790283263529001Pr2h","177730559163ignite27-1728676962441001oNvQ"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:32.403Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856874461001hhwp_20261025104314532.png","ogTitle":"Deploy Copilot with confidence: Find & protect exposed sensitive data","ogDescription":"Prepare your organization for secure AI adoption. In this hands-on lab, assess oversharing risks, identify exposed sensitive data, apply labels and policy controls, and validate that Microsoft Copilot can scale without exposing critical information.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1780418023947001H9LP","RegistrantKey":"177730559163ignite27-1780418023947001H9LP"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789075009897001D7et","RegistrantKey":"177730559163ignite27-1789075009897001D7et"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 2, Room 2016","logicalValue":"Moscone West | Level 2, Room 2016"},"tags":[]},{"@search.score":1.0,"documentId":"dcefdcbe-55e6-416f-9c0e-4225deecde60","embeddingContent":"Govern your estate with Azure Arc and Azure Resource Manager MCPRoll up your sleeves for a 75-minute interactive lab. Use your own AI agents and Azure Resource Manager MCP Server to explore real-time inventory, policy compliance, cost insights, and user-controlled deployments. Onboard, monitor, govern, and secure Azure VMs and on-premises servers through Azure Arc. You’ll also enable Extended Security Updates for Windows Server 2016 while building a practical modernization plan for your hybrid estate.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1780418023947001H9LP","RegistrantKey":"177730559163ignite27-1780418023947001H9LP"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789075009897001D7et","RegistrantKey":"177730559163ignite27-1789075009897001D7et"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 2, Room 2016","logicalValue":"Moscone West | Level 2, Room 2016"},"tags":[]},{"@search.score":1.0,"documentId":"27e6bb87-1f36-4ce1-90bf-3f55ebab4a44","embeddingContent":"Ground agents in your business with an ontology in Fabric IQLearn how to build, govern, and share business context with Fabric IQ. In this hands-on lab, you'll create an ontology from Power BI semantic models and OneLake data, define business concepts and relationships using Copilot, and publish reusable intelligence across teams. See how OneLake sharing extends governed semantic models and ontologies beyond organizational boundaries, helping AI agents, analytics, and applications reason from a common understanding of the business.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Adam Lash, Ansley Yeo","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856873320001hIAr-1791824510207001i9No","langLocale":"en-US","sessionId":"1787856873320001hIAr","sessionInstanceId":"1787856873320001hIAr-1791824510207001i9No","sessionTimeId":"1791824510207001i9No","sessionCode":"LAB672","sessionCodeNormalized":"EN-US-LAB672","title":"Ground agents in your business with an ontology in Fabric IQ","sortTitle":"ground agents in your business with an ontology in fabric iq","description":"Learn how to build, govern, and share business context with Fabric IQ. In this hands-on lab, you'll create an ontology from Power BI semantic models and OneLake data, define business concepts and relationships using Copilot, and publish reusable intelligence across teams. See how OneLake sharing extends governed semantic models and ontologies beyond organizational boundaries, helping AI agents, analytics, and applications reason from a common understanding of the business.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"18:15 - 19:30","startDateTime":"2026-11-18T18:15:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T19:30:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856873320001hIAr_20261025104304855.png","speakerIds":["177730559163ignite27-1791420238912001eYWc","177730559163ignite27-1791420764204001PCLF"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:14.033Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856873320001hIAr_20261025104304855.png","ogTitle":"Ground agents in your business with an ontology in Fabric IQ","ogDescription":"Learn how to build, govern, and share business context with Fabric IQ. In this hands-on lab, you'll create an ontology from Power BI semantic models and OneLake data, define business concepts and relationships using Copilot, and publish reusable intelligence across teams. See how OneLake sharing extends governed semantic models and ontologies beyond organizational boundaries, helping AI agents, analytics, and applications reason from a common understanding of the business.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Microsoft IQ","logicalValue":"Microsoft IQ"}],"industry":[],"sessionLevel":[{"displayValue":"(100) Foundational","logicalValue":"(100) Foundational"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1791420238912001eYWc","RegistrantKey":"177730559163ignite27-1791420238912001eYWc"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1791420764204001PCLF","RegistrantKey":"177730559163ignite27-1791420764204001PCLF"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3003","logicalValue":"Moscone West | Level 3, Room 3003"},"tags":[]},{"@search.score":1.0,"documentId":"60172c6c-43cf-4147-9b8c-65a0fa23be16","embeddingContent":"Ground agents in your business with an ontology in Fabric IQLearn how to build, govern, and share business context with Fabric IQ. In this hands-on lab, you'll create an ontology from Power BI semantic models and OneLake data, define business concepts and relationships using Copilot, and publish reusable intelligence across teams. See how OneLake sharing extends governed semantic models and ontologies beyond organizational boundaries, helping AI agents, analytics, and applications reason from a common understanding of the business.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Adam Lash, Ansley Yeo","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856873320001hIAr-1791824570496001aT1x","langLocale":"en-US","sessionId":"1787856873320001hIAr","sessionInstanceId":"1787856873320001hIAr-1791824570496001aT1x","sessionTimeId":"1791824570496001aT1x","sessionCode":"LAB672","sessionCodeNormalized":"EN-US-LAB672","title":"Ground agents in your business with an ontology in Fabric IQ","sortTitle":"ground agents in your business with an ontology in fabric iq","description":"Learn how to build, govern, and share business context with Fabric IQ. In this hands-on lab, you'll create an ontology from Power BI semantic models and OneLake data, define business concepts and relationships using Copilot, and publish reusable intelligence across teams. See how OneLake sharing extends governed semantic models and ontologies beyond organizational boundaries, helping AI agents, analytics, and applications reason from a common understanding of the business.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"18:45 - 20:00","startDateTime":"2026-11-20T18:45:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-20T20:00:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856873320001hIAr_20261025104304855.png","speakerIds":["177730559163ignite27-1791420238912001eYWc","177730559163ignite27-1791420764204001PCLF"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:32.4Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856873320001hIAr_20261025104304855.png","ogTitle":"Ground agents in your business with an ontology in Fabric IQ","ogDescription":"Learn how to build, govern, and share business context with Fabric IQ. In this hands-on lab, you'll create an ontology from Power BI semantic models and OneLake data, define business concepts and relationships using Copilot, and publish reusable intelligence across teams. See how OneLake sharing extends governed semantic models and ontologies beyond organizational boundaries, helping AI agents, analytics, and applications reason from a common understanding of the business.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Microsoft IQ","logicalValue":"Microsoft IQ"}],"industry":[],"sessionLevel":[{"displayValue":"(100) Foundational","logicalValue":"(100) Foundational"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1791420238912001eYWc","RegistrantKey":"177730559163ignite27-1791420238912001eYWc"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1791420764204001PCLF","RegistrantKey":"177730559163ignite27-1791420764204001PCLF"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3003","logicalValue":"Moscone West | Level 3, Room 3003"},"tags":[]},{"@search.score":1.0,"documentId":"c81751ed-ebf5-4bba-9cc3-3939a634ef6f","embeddingContent":"Ground agents in your business with an ontology in Fabric IQLearn how to build, govern, and share business context with Fabric IQ. In this hands-on lab, you'll create an ontology from Power BI semantic models and OneLake data, define business concepts and relationships using Copilot, and publish reusable intelligence across teams. See how OneLake sharing extends governed semantic models and ontologies beyond organizational boundaries, helping AI agents, analytics, and applications reason from a common understanding of the business.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Adam Lash, Ansley Yeo","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856873320001hIAr-1791588126811001CQgz","langLocale":"en-US","sessionId":"1787856873320001hIAr","sessionInstanceId":"1787856873320001hIAr-1791588126811001CQgz","sessionTimeId":"1791588126811001CQgz","sessionCode":"LAB672","sessionCodeNormalized":"EN-US-LAB672","title":"Ground agents in your business with an ontology in Fabric IQ","sortTitle":"ground agents in your business with an ontology in fabric iq","description":"Learn how to build, govern, and share business context with Fabric IQ. In this hands-on lab, you'll create an ontology from Power BI semantic models and OneLake data, define business concepts and relationships using Copilot, and publish reusable intelligence across teams. See how OneLake sharing extends governed semantic models and ontologies beyond organizational boundaries, helping AI agents, analytics, and applications reason from a common understanding of the business.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"02:15 - 03:30","startDateTime":"2026-11-18T02:15:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T03:30:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856873320001hIAr_20261025104304855.png","speakerIds":["177730559163ignite27-1791420238912001eYWc","177730559163ignite27-1791420764204001PCLF"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:07.206Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856873320001hIAr_20261025104304855.png","ogTitle":"Ground agents in your business with an ontology in Fabric IQ","ogDescription":"Learn how to build, govern, and share business context with Fabric IQ. In this hands-on lab, you'll create an ontology from Power BI semantic models and OneLake data, define business concepts and relationships using Copilot, and publish reusable intelligence across teams. See how OneLake sharing extends governed semantic models and ontologies beyond organizational boundaries, helping AI agents, analytics, and applications reason from a common understanding of the business.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Microsoft IQ","logicalValue":"Microsoft IQ"}],"industry":[],"sessionLevel":[{"displayValue":"(100) Foundational","logicalValue":"(100) Foundational"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1791420238912001eYWc","RegistrantKey":"177730559163ignite27-1791420238912001eYWc"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1791420764204001PCLF","RegistrantKey":"177730559163ignite27-1791420764204001PCLF"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3003","logicalValue":"Moscone West | Level 3, Room 3003"},"tags":[]},{"@search.score":1.0,"documentId":"503a81b5-829a-412b-9d80-2b426cd323a8","embeddingContent":"Ground agents in your business with an ontology in Fabric IQLearn how to build, govern, and share business context with Fabric IQ. In this hands-on lab, you'll create an ontology from Power BI semantic models and OneLake data, define business concepts and relationships using Copilot, and publish reusable intelligence across teams. See how OneLake sharing extends governed semantic models and ontologies beyond organizational boundaries, helping AI agents, analytics, and applications reason from a common understanding of the business.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Adam Lash, Ansley Yeo","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856873320001hIAr-1791824541894001aJdZ","langLocale":"en-US","sessionId":"1787856873320001hIAr","sessionInstanceId":"1787856873320001hIAr-1791824541894001aJdZ","sessionTimeId":"1791824541894001aJdZ","sessionCode":"LAB672","sessionCodeNormalized":"EN-US-LAB672","title":"Ground agents in your business with an ontology in Fabric IQ","sortTitle":"ground agents in your business with an ontology in fabric iq","description":"Learn how to build, govern, and share business context with Fabric IQ. In this hands-on lab, you'll create an ontology from Power BI semantic models and OneLake data, define business concepts and relationships using Copilot, and publish reusable intelligence across teams. See how OneLake sharing extends governed semantic models and ontologies beyond organizational boundaries, helping AI agents, analytics, and applications reason from a common understanding of the business.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"17:00 - 18:15","startDateTime":"2026-11-19T17:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T18:15:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856873320001hIAr_20261025104304855.png","speakerIds":["177730559163ignite27-1791420238912001eYWc","177730559163ignite27-1791420764204001PCLF"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:14.033Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856873320001hIAr_20261025104304855.png","ogTitle":"Ground agents in your business with an ontology in Fabric IQ","ogDescription":"Learn how to build, govern, and share business context with Fabric IQ. In this hands-on lab, you'll create an ontology from Power BI semantic models and OneLake data, define business concepts and relationships using Copilot, and publish reusable intelligence across teams. See how OneLake sharing extends governed semantic models and ontologies beyond organizational boundaries, helping AI agents, analytics, and applications reason from a common understanding of the business.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Microsoft IQ","logicalValue":"Microsoft IQ"}],"industry":[],"sessionLevel":[{"displayValue":"(100) Foundational","logicalValue":"(100) Foundational"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1791420238912001eYWc","RegistrantKey":"177730559163ignite27-1791420238912001eYWc"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1791420764204001PCLF","RegistrantKey":"177730559163ignite27-1791420764204001PCLF"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3003","logicalValue":"Moscone West | Level 3, Room 3003"},"tags":[]},{"@search.score":1.0,"documentId":"5ad801e7-2736-4780-9a6a-99f6e1f018a1","embeddingContent":"Hands-on with the resiliency in Azure: Assess, recommend, recoverIn this hands-on lab, experience Azure resiliency across availability, disaster recovery, data resiliency, and cyber recovery. Define resiliency goals for a sample workload, assess readiness against zonal and regional failures, identify gaps against RTO/RPO targets, and apply guided recommendations to improve resiliency. Perform clean-room recovery to restore trusted data after an attack and leave with a practical, repeatable approach using Azure resiliency capabilities and AI-assisted guidance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Sagar Keswani, Bhavya Tadikonda","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856876237001hJew-1791588106203001CMki","langLocale":"en-US","sessionId":"1787856876237001hJew","sessionInstanceId":"1787856876237001hJew-1791588106203001CMki","sessionTimeId":"1791588106203001CMki","sessionCode":"LAB721","sessionCodeNormalized":"EN-US-LAB721","title":"Hands-on with the resiliency in Azure: Assess, recommend, recover","sortTitle":"hands-on with the resiliency in azure: assess, recommend, recover","description":"In this hands-on lab, experience Azure resiliency across availability, disaster recovery, data resiliency, and cyber recovery. Define resiliency goals for a sample workload, assess readiness against zonal and regional failures, identify gaps against RTO/RPO targets, and apply guided recommendations to improve resiliency. Perform clean-room recovery to restore trusted data after an attack and leave with a practical, repeatable approach using Azure resiliency capabilities and AI-assisted guidance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"23:45 - 01:00","startDateTime":"2026-11-17T23:45:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T01:00:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856876237001hJew_20261026014205953.png","speakerIds":["177730559163ignite27-1789074149210001oHAs","177730559163ignite27-1789074180697001t5Zd"],"sessionLinks":[],"relatedSessionInstanceIds":["1792445110956001Vs4f-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:05.404Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856876237001hJew_20261026014205953.png","ogTitle":"Hands-on with the resiliency in Azure: Assess, recommend, recover","ogDescription":"In this hands-on lab, experience Azure resiliency across availability, disaster recovery, data resiliency, and cyber recovery. Define resiliency goals for a sample workload, assess readiness against zonal and regional failures, identify gaps against RTO/RPO targets, and apply guided recommendations to improve resiliency. Perform clean-room recovery to restore trusted data after an attack and leave with a practical, repeatable approach using Azure resiliency capabilities and AI-assisted guidance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789074149210001oHAs","RegistrantKey":"177730559163ignite27-1789074149210001oHAs"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789074180697001t5Zd","RegistrantKey":"177730559163ignite27-1789074180697001t5Zd"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3020","logicalValue":"Moscone West | Level 3, Room 3020"},"tags":[]},{"@search.score":1.0,"documentId":"f8e0f248-536a-4f85-afaf-abc1e22185e4","embeddingContent":"Hands-on with the resiliency in Azure: Assess, recommend, recoverIn this hands-on lab, experience Azure resiliency across availability, disaster recovery, data resiliency, and cyber recovery. Define resiliency goals for a sample workload, assess readiness against zonal and regional failures, identify gaps against RTO/RPO targets, and apply guided recommendations to improve resiliency. Perform clean-room recovery to restore trusted data after an attack and leave with a practical, repeatable approach using Azure resiliency capabilities and AI-assisted guidance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Sagar Keswani, Bhavya Tadikonda","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856876237001hJew-1791906499723001YyFH","langLocale":"en-US","sessionId":"1787856876237001hJew","sessionInstanceId":"1787856876237001hJew-1791906499723001YyFH","sessionTimeId":"1791906499723001YyFH","sessionCode":"LAB721","sessionCodeNormalized":"EN-US-LAB721","title":"Hands-on with the resiliency in Azure: Assess, recommend, recover","sortTitle":"hands-on with the resiliency in azure: assess, recommend, recover","description":"In this hands-on lab, experience Azure resiliency across availability, disaster recovery, data resiliency, and cyber recovery. Define resiliency goals for a sample workload, assess readiness against zonal and regional failures, identify gaps against RTO/RPO targets, and apply guided recommendations to improve resiliency. Perform clean-room recovery to restore trusted data after an attack and leave with a practical, repeatable approach using Azure resiliency capabilities and AI-assisted guidance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"18:15 - 19:30","startDateTime":"2026-11-18T18:15:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T19:30:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856876237001hJew_20261008214045131.avif","speakerIds":["177730559163ignite27-1789074149210001oHAs","177730559163ignite27-1789074180697001t5Zd"],"sessionLinks":[],"relatedSessionInstanceIds":["1792445110956001Vs4f-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:57.584Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856876237001hJew_20261008214045131.avif","ogTitle":"Hands-on with the resiliency in Azure: Assess, recommend, recover","ogDescription":"In this hands-on lab, experience Azure resiliency across availability, disaster recovery, data resiliency, and cyber recovery. Define resiliency goals for a sample workload, assess readiness against zonal and regional failures, identify gaps against RTO/RPO targets, and apply guided recommendations to improve resiliency. Perform clean-room recovery to restore trusted data after an attack and leave with a practical, repeatable approach using Azure resiliency capabilities and AI-assisted guidance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789074149210001oHAs","RegistrantKey":"177730559163ignite27-1789074149210001oHAs"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789074180697001t5Zd","RegistrantKey":"177730559163ignite27-1789074180697001t5Zd"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3020","logicalValue":"Moscone West | Level 3, Room 3020"},"tags":[]},{"@search.score":1.0,"documentId":"106f2316-d228-4c5d-8cc5-2e91051ade89","embeddingContent":"Hands-on with the resiliency in Azure: Assess, recommend, recoverIn this hands-on lab, experience Azure resiliency across availability, disaster recovery, data resiliency, and cyber recovery. Define resiliency goals for a sample workload, assess readiness against zonal and regional failures, identify gaps against RTO/RPO targets, and apply guided recommendations to improve resiliency. Perform clean-room recovery to restore trusted data after an attack and leave with a practical, repeatable approach using Azure resiliency capabilities and AI-assisted guidance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Sagar Keswani, Bhavya Tadikonda","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856876237001hJew-1791906526646001Mn3n","langLocale":"en-US","sessionId":"1787856876237001hJew","sessionInstanceId":"1787856876237001hJew-1791906526646001Mn3n","sessionTimeId":"1791906526646001Mn3n","sessionCode":"LAB721","sessionCodeNormalized":"EN-US-LAB721","title":"Hands-on with the resiliency in Azure: Assess, recommend, recover","sortTitle":"hands-on with the resiliency in azure: assess, recommend, recover","description":"In this hands-on lab, experience Azure resiliency across availability, disaster recovery, data resiliency, and cyber recovery. Define resiliency goals for a sample workload, assess readiness against zonal and regional failures, identify gaps against RTO/RPO targets, and apply guided recommendations to improve resiliency. Perform clean-room recovery to restore trusted data after an attack and leave with a practical, repeatable approach using Azure resiliency capabilities and AI-assisted guidance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"18:45 - 20:00","startDateTime":"2026-11-19T18:45:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T20:00:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856876237001hJew_20261008214045131.avif","speakerIds":["177730559163ignite27-1789074149210001oHAs","177730559163ignite27-1789074180697001t5Zd"],"sessionLinks":[],"relatedSessionInstanceIds":["1792445110956001Vs4f-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:57.584Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856876237001hJew_20261008214045131.avif","ogTitle":"Hands-on with the resiliency in Azure: Assess, recommend, recover","ogDescription":"In this hands-on lab, experience Azure resiliency across availability, disaster recovery, data resiliency, and cyber recovery. Define resiliency goals for a sample workload, assess readiness against zonal and regional failures, identify gaps against RTO/RPO targets, and apply guided recommendations to improve resiliency. Perform clean-room recovery to restore trusted data after an attack and leave with a practical, repeatable approach using Azure resiliency capabilities and AI-assisted guidance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789074149210001oHAs","RegistrantKey":"177730559163ignite27-1789074149210001oHAs"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789074180697001t5Zd","RegistrantKey":"177730559163ignite27-1789074180697001t5Zd"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3020","logicalValue":"Moscone West | Level 3, Room 3020"},"tags":[]},{"@search.score":1.0,"documentId":"0bbd9793-43cb-449c-968b-49b3d42fd2f3","embeddingContent":"Hands-on with the resiliency in Azure: Assess, recommend, recoverIn this hands-on lab, experience Azure resiliency across availability, disaster recovery, data resiliency, and cyber recovery. Define resiliency goals for a sample workload, assess readiness against zonal and regional failures, identify gaps against RTO/RPO targets, and apply guided recommendations to improve resiliency. Perform clean-room recovery to restore trusted data after an attack and leave with a practical, repeatable approach using Azure resiliency capabilities and AI-assisted guidance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Sagar Keswani, Bhavya Tadikonda","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856876237001hJew-1791906563269001p1St","langLocale":"en-US","sessionId":"1787856876237001hJew","sessionInstanceId":"1787856876237001hJew-1791906563269001p1St","sessionTimeId":"1791906563269001p1St","sessionCode":"LAB721","sessionCodeNormalized":"EN-US-LAB721","title":"Hands-on with the resiliency in Azure: Assess, recommend, recover","sortTitle":"hands-on with the resiliency in azure: assess, recommend, recover","description":"In this hands-on lab, experience Azure resiliency across availability, disaster recovery, data resiliency, and cyber recovery. Define resiliency goals for a sample workload, assess readiness against zonal and regional failures, identify gaps against RTO/RPO targets, and apply guided recommendations to improve resiliency. Perform clean-room recovery to restore trusted data after an attack and leave with a practical, repeatable approach using Azure resiliency capabilities and AI-assisted guidance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"22:45 - 00:00","startDateTime":"2026-11-19T22:45:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-20T00:00:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856876237001hJew_20261008214045131.avif","speakerIds":["177730559163ignite27-1789074149210001oHAs","177730559163ignite27-1789074180697001t5Zd"],"sessionLinks":[],"relatedSessionInstanceIds":["1792445110956001Vs4f-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:57.583Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856876237001hJew_20261008214045131.avif","ogTitle":"Hands-on with the resiliency in Azure: Assess, recommend, recover","ogDescription":"In this hands-on lab, experience Azure resiliency across availability, disaster recovery, data resiliency, and cyber recovery. Define resiliency goals for a sample workload, assess readiness against zonal and regional failures, identify gaps against RTO/RPO targets, and apply guided recommendations to improve resiliency. Perform clean-room recovery to restore trusted data after an attack and leave with a practical, repeatable approach using Azure resiliency capabilities and AI-assisted guidance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Shamir Abdul Aziz, Nish Anil, Elizabeth Barnitt","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856876073001h8ld-1791906182198001YKex","langLocale":"en-US","sessionId":"1787856876073001h8ld","sessionInstanceId":"1787856876073001h8ld-1791906182198001YKex","sessionTimeId":"1791906182198001YKex","sessionCode":"LAB720","sessionCodeNormalized":"EN-US-LAB720","title":"Hands-on: Modernize apps and databases and automate operations","sortTitle":"hands-on: modernize apps and databases and automate operations","description":"Get hands-on using AI to modernize applications, databases, and operations. Use GitHub Copilot to assess and upgrade a Java or .NET app, remediate dependencies, containerize workloads, and modernize the database. Then use Azure SRE Agent to investigate incidents, identify root causes, and automate remediation. Leave with practical experience applying AI agents across the modernization and operations lifecycle.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1770924720596001wFnD","RegistrantKey":"177730559163ignite27-1770924720596001wFnD"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1778166973784001sj3T","RegistrantKey":"177730559163ignite27-1778166973784001sj3T"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789073902246001ak91","RegistrantKey":"177730559163ignite27-1789073902246001ak91"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3020","logicalValue":"Moscone West | Level 3, Room 3020"},"tags":[]},{"@search.score":1.0,"documentId":"fa07cd69-5f12-4bd5-b08b-93b1f3059574","embeddingContent":"Hands-on: Modernize apps and databases and automate operationsGet hands-on using AI to modernize applications, databases, and operations. Use GitHub Copilot to assess and upgrade a Java or .NET app, remediate dependencies, containerize workloads, and modernize the database. Then use Azure SRE Agent to investigate incidents, identify root causes, and automate remediation. Leave with practical experience applying AI agents across the modernization and operations lifecycle.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Shamir Abdul Aziz, Nish Anil, Elizabeth Barnitt","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856876073001h8ld-1791906386475001W3Os","langLocale":"en-US","sessionId":"1787856876073001h8ld","sessionInstanceId":"1787856876073001h8ld-1791906386475001W3Os","sessionTimeId":"1791906386475001W3Os","sessionCode":"LAB720","sessionCodeNormalized":"EN-US-LAB720","title":"Hands-on: Modernize apps and databases and automate operations","sortTitle":"hands-on: modernize apps and databases and automate operations","description":"Get hands-on using AI to modernize applications, databases, and operations. Use GitHub Copilot to assess and upgrade a Java or .NET app, remediate dependencies, containerize workloads, and modernize the database. Then use Azure SRE Agent to investigate incidents, identify root causes, and automate remediation. Leave with practical experience applying AI agents across the modernization and operations lifecycle.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"17:00 - 18:15","startDateTime":"2026-11-19T17:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T18:15:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856876073001h8ld_20261026014145609.png","speakerIds":["177730559163ignite27-1789073902246001ak91","177730559163ignite27-1770924720596001wFnD","177730559163ignite27-1778166973784001sj3T"],"sessionLinks":[],"relatedSessionInstanceIds":["1792444828033001nifI-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:57.583Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856876073001h8ld_20261026014145609.png","ogTitle":"Hands-on: Modernize apps and databases and automate operations","ogDescription":"Get hands-on using AI to modernize applications, databases, and operations. Use GitHub Copilot to assess and upgrade a Java or .NET app, remediate dependencies, containerize workloads, and modernize the database. Then use Azure SRE Agent to investigate incidents, identify root causes, and automate remediation. Leave with practical experience applying AI agents across the modernization and operations lifecycle.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1770924720596001wFnD","RegistrantKey":"177730559163ignite27-1770924720596001wFnD"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1778166973784001sj3T","RegistrantKey":"177730559163ignite27-1778166973784001sj3T"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789073902246001ak91","RegistrantKey":"177730559163ignite27-1789073902246001ak91"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3020","logicalValue":"Moscone West | Level 3, Room 3020"},"tags":[]},{"@search.score":1.0,"documentId":"799fd213-41fc-4b38-a59f-47183c381969","embeddingContent":"Hands-on: Modernize apps and databases and automate operationsGet hands-on using AI to modernize applications, databases, and operations. Use GitHub Copilot to assess and upgrade a Java or .NET app, remediate dependencies, containerize workloads, and modernize the database. Then use Azure SRE Agent to investigate incidents, identify root causes, and automate remediation. Leave with practical experience applying AI agents across the modernization and operations lifecycle.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Shamir Abdul Aziz, Nish Anil, Elizabeth Barnitt","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856876073001h8ld-1791588080475001CROi","langLocale":"en-US","sessionId":"1787856876073001h8ld","sessionInstanceId":"1787856876073001h8ld-1791588080475001CROi","sessionTimeId":"1791588080475001CROi","sessionCode":"LAB720","sessionCodeNormalized":"EN-US-LAB720","title":"Hands-on: Modernize apps and databases and automate operations","sortTitle":"hands-on: modernize apps and databases and automate operations","description":"Get hands-on using AI to modernize applications, databases, and operations. Use GitHub Copilot to assess and upgrade a Java or .NET app, remediate dependencies, containerize workloads, and modernize the database. Then use Azure SRE Agent to investigate incidents, identify root causes, and automate remediation. Leave with practical experience applying AI agents across the modernization and operations lifecycle.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"22:00 - 23:15","startDateTime":"2026-11-17T22:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-17T23:15:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856876073001h8ld_20261026014145609.png","speakerIds":["177730559163ignite27-1789073902246001ak91","177730559163ignite27-1770924720596001wFnD","177730559163ignite27-1778166973784001sj3T"],"sessionLinks":[],"relatedSessionInstanceIds":["1792444828033001nifI-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:03.438Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856876073001h8ld_20261026014145609.png","ogTitle":"Hands-on: Modernize apps and databases and automate operations","ogDescription":"Get hands-on using AI to modernize applications, databases, and operations. Use GitHub Copilot to assess and upgrade a Java or .NET app, remediate dependencies, containerize workloads, and modernize the database. Then use Azure SRE Agent to investigate incidents, identify root causes, and automate remediation. Leave with practical experience applying AI agents across the modernization and operations lifecycle.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1770924720596001wFnD","RegistrantKey":"177730559163ignite27-1770924720596001wFnD"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1778166973784001sj3T","RegistrantKey":"177730559163ignite27-1778166973784001sj3T"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789073902246001ak91","RegistrantKey":"177730559163ignite27-1789073902246001ak91"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3020","logicalValue":"Moscone West | Level 3, Room 3020"},"tags":[]},{"@search.score":1.0,"documentId":"140e1360-724c-4735-9347-709e24658de2","embeddingContent":"Hands-on: Modernize apps and databases and automate operationsGet hands-on using AI to modernize applications, databases, and operations. Use GitHub Copilot to assess and upgrade a Java or .NET app, remediate dependencies, containerize workloads, and modernize the database. Then use Azure SRE Agent to investigate incidents, identify root causes, and automate remediation. Leave with practical experience applying AI agents across the modernization and operations lifecycle.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Shamir Abdul Aziz, Nish Anil, Elizabeth Barnitt","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856876073001h8ld-1791906446596001z4Up","langLocale":"en-US","sessionId":"1787856876073001h8ld","sessionInstanceId":"1787856876073001h8ld-1791906446596001z4Up","sessionTimeId":"1791906446596001z4Up","sessionCode":"LAB720","sessionCodeNormalized":"EN-US-LAB720","title":"Hands-on: Modernize apps and databases and automate operations","sortTitle":"hands-on: modernize apps and databases and automate operations","description":"Get hands-on using AI to modernize applications, databases, and operations. Use GitHub Copilot to assess and upgrade a Java or .NET app, remediate dependencies, containerize workloads, and modernize the database. Then use Azure SRE Agent to investigate incidents, identify root causes, and automate remediation. Leave with practical experience applying AI agents across the modernization and operations lifecycle.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"22:45 - 00:00","startDateTime":"2026-11-19T22:45:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-20T00:00:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856876073001h8ld_20261008214034891.avif","speakerIds":["177730559163ignite27-1789073902246001ak91","177730559163ignite27-1770924720596001wFnD","177730559163ignite27-1778166973784001sj3T"],"sessionLinks":[],"relatedSessionInstanceIds":["1792444828033001nifI-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:33.726Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856876073001h8ld_20261008214034891.avif","ogTitle":"Hands-on: Modernize apps and databases and automate operations","ogDescription":"Get hands-on using AI to modernize applications, databases, and operations. Use GitHub Copilot to assess and upgrade a Java or .NET app, remediate dependencies, containerize workloads, and modernize the database. Then use Azure SRE Agent to investigate incidents, identify root causes, and automate remediation. Leave with practical experience applying AI agents across the modernization and operations lifecycle.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1770924720596001wFnD","RegistrantKey":"177730559163ignite27-1770924720596001wFnD"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1778166973784001sj3T","RegistrantKey":"177730559163ignite27-1778166973784001sj3T"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789073902246001ak91","RegistrantKey":"177730559163ignite27-1789073902246001ak91"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3020","logicalValue":"Moscone West | Level 3, Room 3020"},"tags":[]},{"@search.score":1.0,"documentId":"381196ae-4033-4527-b80e-4ac780622094","embeddingContent":"Hands-on: Network monitoring and troubleshootingJoin to gain practical experience with Azure network monitoring, troubleshooting, traffic analytics, and security insights. Through real-world scenarios such as ExpressRoute monitoring and Private Link traffic visibility, you'll learn which tools to use, when to use them, and how to interpret data effectively. By the end, you'll be equipped to improve network resilience, strengthen security, accelerate issue resolution, reduce operational overhead, and enhance application performance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Huzefa Furniturewala, Naman Rathi","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856876896001h3Av-1791588128683001ClOM","langLocale":"en-US","sessionId":"1787856876896001h3Av","sessionInstanceId":"1787856876896001h3Av-1791588128683001ClOM","sessionTimeId":"1791588128683001ClOM","sessionCode":"LAB725","sessionCodeNormalized":"EN-US-LAB725","title":"Hands-on: Network monitoring and troubleshooting","sortTitle":"hands-on: network monitoring and troubleshooting","description":"Join to gain practical experience with Azure network monitoring, troubleshooting, traffic analytics, and security insights. Through real-world scenarios such as ExpressRoute monitoring and Private Link traffic visibility, you'll learn which tools to use, when to use them, and how to interpret data effectively. By the end, you'll be equipped to improve network resilience, strengthen security, accelerate issue resolution, reduce operational overhead, and enhance application performance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"02:15 - 03:30","startDateTime":"2026-11-18T02:15:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T03:30:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856876896001h3Av_20261025104336692.png","speakerIds":["177730559163ignite27-1789075117129001tcYy","177730559163ignite27-1789673582698001xUeP"],"sessionLinks":[],"relatedSessionInstanceIds":["1792445839739001ee2q-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:07.208Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856876896001h3Av_20261025104336692.png","ogTitle":"Hands-on: Network monitoring and troubleshooting","ogDescription":"Join to gain practical experience with Azure network monitoring, troubleshooting, traffic analytics, and security insights. Through real-world scenarios such as ExpressRoute monitoring and Private Link traffic visibility, you'll learn which tools to use, when to use them, and how to interpret data effectively. By the end, you'll be equipped to improve network resilience, strengthen security, accelerate issue resolution, reduce operational overhead, and enhance application performance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789075117129001tcYy","RegistrantKey":"177730559163ignite27-1789075117129001tcYy"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789673582698001xUeP","RegistrantKey":"177730559163ignite27-1789673582698001xUeP"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 2, Room 2016","logicalValue":"Moscone West | Level 2, Room 2016"},"tags":[]},{"@search.score":1.0,"documentId":"7e31eaa6-8592-4aea-8282-bfaa01e1e0da","embeddingContent":"Hands-on: Network monitoring and troubleshootingJoin to gain practical experience with Azure network monitoring, troubleshooting, traffic analytics, and security insights. Through real-world scenarios such as ExpressRoute monitoring and Private Link traffic visibility, you'll learn which tools to use, when to use them, and how to interpret data effectively. By the end, you'll be equipped to improve network resilience, strengthen security, accelerate issue resolution, reduce operational overhead, and enhance application performance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Huzefa Furniturewala, Naman Rathi","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856876896001h3Av-1791907142218001YNLj","langLocale":"en-US","sessionId":"1787856876896001h3Av","sessionInstanceId":"1787856876896001h3Av-1791907142218001YNLj","sessionTimeId":"1791907142218001YNLj","sessionCode":"LAB725","sessionCodeNormalized":"EN-US-LAB725","title":"Hands-on: Network monitoring and troubleshooting","sortTitle":"hands-on: network monitoring and troubleshooting","description":"Join to gain practical experience with Azure network monitoring, troubleshooting, traffic analytics, and security insights. Through real-world scenarios such as ExpressRoute monitoring and Private Link traffic visibility, you'll learn which tools to use, when to use them, and how to interpret data effectively. By the end, you'll be equipped to improve network resilience, strengthen security, accelerate issue resolution, reduce operational overhead, and enhance application performance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789075117129001tcYy","RegistrantKey":"177730559163ignite27-1789075117129001tcYy"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789673582698001xUeP","RegistrantKey":"177730559163ignite27-1789673582698001xUeP"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3022","logicalValue":"Moscone West | Level 3, Room 3022"},"tags":[]},{"@search.score":1.0,"documentId":"d60cee4a-0138-49e6-a580-8f057bdb26bf","embeddingContent":"Hands-on: Network monitoring and troubleshootingJoin to gain practical experience with Azure network monitoring, troubleshooting, traffic analytics, and security insights. Through real-world scenarios such as ExpressRoute monitoring and Private Link traffic visibility, you'll learn which tools to use, when to use them, and how to interpret data effectively. By the end, you'll be equipped to improve network resilience, strengthen security, accelerate issue resolution, reduce operational overhead, and enhance application performance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Huzefa Furniturewala, Naman Rathi","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856876896001h3Av-1791907160005001k11Y","langLocale":"en-US","sessionId":"1787856876896001h3Av","sessionInstanceId":"1787856876896001h3Av-1791907160005001k11Y","sessionTimeId":"1791907160005001k11Y","sessionCode":"LAB725","sessionCodeNormalized":"EN-US-LAB725","title":"Hands-on: Network monitoring and troubleshooting","sortTitle":"hands-on: network monitoring and troubleshooting","description":"Join to gain practical experience with Azure network monitoring, troubleshooting, traffic analytics, and security insights. Through real-world scenarios such as ExpressRoute monitoring and Private Link traffic visibility, you'll learn which tools to use, when to use them, and how to interpret data effectively. By the end, you'll be equipped to improve network resilience, strengthen security, accelerate issue resolution, reduce operational overhead, and enhance application performance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789075117129001tcYy","RegistrantKey":"177730559163ignite27-1789075117129001tcYy"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789673582698001xUeP","RegistrantKey":"177730559163ignite27-1789673582698001xUeP"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3022","logicalValue":"Moscone West | Level 3, Room 3022"},"tags":[]},{"@search.score":1.0,"documentId":"c7b45bcf-f28b-4580-9336-81d33a0c5d58","embeddingContent":"Hands-on: Network monitoring and troubleshootingJoin to gain practical experience with Azure network monitoring, troubleshooting, traffic analytics, and security insights. Through real-world scenarios such as ExpressRoute monitoring and Private Link traffic visibility, you'll learn which tools to use, when to use them, and how to interpret data effectively. By the end, you'll be equipped to improve network resilience, strengthen security, accelerate issue resolution, reduce operational overhead, and enhance application performance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Huzefa Furniturewala, Naman Rathi","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856876896001h3Av-1791907114948001Yac2","langLocale":"en-US","sessionId":"1787856876896001h3Av","sessionInstanceId":"1787856876896001h3Av-1791907114948001Yac2","sessionTimeId":"1791907114948001Yac2","sessionCode":"LAB725","sessionCodeNormalized":"EN-US-LAB725","title":"Hands-on: Network monitoring and troubleshooting","sortTitle":"hands-on: network monitoring and troubleshooting","description":"Join to gain practical experience with Azure network monitoring, troubleshooting, traffic analytics, and security insights. Through real-world scenarios such as ExpressRoute monitoring and Private Link traffic visibility, you'll learn which tools to use, when to use them, and how to interpret data effectively. By the end, you'll be equipped to improve network resilience, strengthen security, accelerate issue resolution, reduce operational overhead, and enhance application performance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"22:15 - 23:30","startDateTime":"2026-11-18T22:15:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T23:30:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856876896001h3Av_20261008184911091.avif","speakerIds":["177730559163ignite27-1789075117129001tcYy","177730559163ignite27-1789673582698001xUeP"],"sessionLinks":[],"relatedSessionInstanceIds":["1792445839739001ee2q-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:33.727Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856876896001h3Av_20261008184911091.avif","ogTitle":"Hands-on: Network monitoring and troubleshooting","ogDescription":"Join to gain practical experience with Azure network monitoring, troubleshooting, traffic analytics, and security insights. Through real-world scenarios such as ExpressRoute monitoring and Private Link traffic visibility, you'll learn which tools to use, when to use them, and how to interpret data effectively. By the end, you'll be equipped to improve network resilience, strengthen security, accelerate issue resolution, reduce operational overhead, and enhance application performance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789075117129001tcYy","RegistrantKey":"177730559163ignite27-1789075117129001tcYy"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789673582698001xUeP","RegistrantKey":"177730559163ignite27-1789673582698001xUeP"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3022","logicalValue":"Moscone West | Level 3, Room 3022"},"tags":[]},{"@search.score":1.0,"documentId":"8850c60b-35bd-4708-b28a-ec15da34bcf9","embeddingContent":"Hill climbing for agents: From 60% to 90% with Open Source and FoundryTake a working agent that misses its target and improve it through hill climbing: a repeatable process for making one measured change at a time. Use ASSERT to generate evaluations and test data from requirements, create scoring criteria with Rubrics, and implement controls with Agent Control Specification (ACS). Then use Microsoft Foundry observability, tracing, and evaluation signals to identify improvements, measure results, and iterate toward higher quality, lower cost, and safer outcomes.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Nitya Narasimhan, Mike Shi","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856871842001h43j-1791822460481001iVFG","langLocale":"en-US","sessionId":"1787856871842001h43j","sessionInstanceId":"1787856871842001h43j-1791822460481001iVFG","sessionTimeId":"1791822460481001iVFG","sessionCode":"LAB661","sessionCodeNormalized":"EN-US-LAB661","title":"Hill climbing for agents: From 60% to 90% with Open Source and Foundry","sortTitle":"hill climbing for agents: from 60% to 90% with open source and foundry","description":"Take a working agent that misses its target and improve it through hill climbing: a repeatable process for making one measured change at a time. Use ASSERT to generate evaluations and test data from requirements, create scoring criteria with Rubrics, and implement controls with Agent Control Specification (ACS). Then use Microsoft Foundry observability, tracing, and evaluation signals to identify improvements, measure results, and iterate toward higher quality, lower cost, and safer outcomes.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"00:00 - 01:15","startDateTime":"2026-11-19T00:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T01:15:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856871842001h43j_20261026021038420.png","speakerIds":["177730559163ignite27-1756141269010001LleM","177730559163ignite27-1790201273651001e0Sr"],"sessionLinks":[],"relatedSessionInstanceIds":["1792434772910001uRPU-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:14.028Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856871842001h43j_20261026021038420.png","ogTitle":"Hill climbing for agents: From 60% to 90% with Open Source and Foundry","ogDescription":"Take a working agent that misses its target and improve it through hill climbing: a repeatable process for making one measured change at a time. Use ASSERT to generate evaluations and test data from requirements, create scoring criteria with Rubrics, and implement controls with Agent Control Specification (ACS). Then use Microsoft Foundry observability, tracing, and evaluation signals to identify improvements, measure results, and iterate toward higher quality, lower cost, and safer outcomes.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(400) Expert","logicalValue":"(400) Expert"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1756141269010001LleM","RegistrantKey":"177730559163ignite27-1756141269010001LleM"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790201273651001e0Sr","RegistrantKey":"177730559163ignite27-1790201273651001e0Sr"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3008","logicalValue":"Moscone West | Level 3, Room 3008"},"tags":[]},{"@search.score":1.0,"documentId":"a0423ecf-43e0-4901-ac3c-638e8de564d3","embeddingContent":"Hill climbing for agents: From 60% to 90% with Open Source and FoundryTake a working agent that misses its target and improve it through hill climbing: a repeatable process for making one measured change at a time. Use ASSERT to generate evaluations and test data from requirements, create scoring criteria with Rubrics, and implement controls with Agent Control Specification (ACS). Then use Microsoft Foundry observability, tracing, and evaluation signals to identify improvements, measure results, and iterate toward higher quality, lower cost, and safer outcomes.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Nitya Narasimhan, Mike Shi","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856871842001h43j-1791588104840001CClU","langLocale":"en-US","sessionId":"1787856871842001h43j","sessionInstanceId":"1787856871842001h43j-1791588104840001CClU","sessionTimeId":"1791588104840001CClU","sessionCode":"LAB661","sessionCodeNormalized":"EN-US-LAB661","title":"Hill climbing for agents: From 60% to 90% with Open Source and Foundry","sortTitle":"hill climbing for agents: from 60% to 90% with open source and foundry","description":"Take a working agent that misses its target and improve it through hill climbing: a repeatable process for making one measured change at a time. Use ASSERT to generate evaluations and test data from requirements, create scoring criteria with Rubrics, and implement controls with Agent Control Specification (ACS). Then use Microsoft Foundry observability, tracing, and evaluation signals to identify improvements, measure results, and iterate toward higher quality, lower cost, and safer outcomes.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"23:45 - 01:00","startDateTime":"2026-11-17T23:45:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T01:00:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856871842001h43j_20261026021038420.png","speakerIds":["177730559163ignite27-1756141269010001LleM","177730559163ignite27-1790201273651001e0Sr"],"sessionLinks":[],"relatedSessionInstanceIds":["1792434772910001uRPU-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:05.404Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856871842001h43j_20261026021038420.png","ogTitle":"Hill climbing for agents: From 60% to 90% with Open Source and Foundry","ogDescription":"Take a working agent that misses its target and improve it through hill climbing: a repeatable process for making one measured change at a time. Use ASSERT to generate evaluations and test data from requirements, create scoring criteria with Rubrics, and implement controls with Agent Control Specification (ACS). Then use Microsoft Foundry observability, tracing, and evaluation signals to identify improvements, measure results, and iterate toward higher quality, lower cost, and safer outcomes.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(400) Expert","logicalValue":"(400) Expert"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1756141269010001LleM","RegistrantKey":"177730559163ignite27-1756141269010001LleM"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790201273651001e0Sr","RegistrantKey":"177730559163ignite27-1790201273651001e0Sr"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3008","logicalValue":"Moscone West | Level 3, Room 3008"},"tags":[]},{"@search.score":1.0,"documentId":"bc842999-c47b-469d-be3e-0b1746fff9b2","embeddingContent":"Host apps from anywhere with the new Copilot Managed RuntimeOrganizations are building powerful apps using Microsoft and third-party products, but getting those apps ready for enterprise use can introduce a new layer of complexity. In this hands-on lab, learn how Managed Apps helps you turn what you build into secure, governed, enterprise-ready apps faster. See how you can bring together Microsoft and third-party products into a managed app experience, and get practical experience taking an app from development toward enterprise deployment.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"April Dunnam, Daniel Laskewitz","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856872664001h9vH-1791823834062001Fcrh","langLocale":"en-US","sessionId":"1787856872664001h9vH","sessionInstanceId":"1787856872664001h9vH-1791823834062001Fcrh","sessionTimeId":"1791823834062001Fcrh","sessionCode":"LAB666","sessionCodeNormalized":"EN-US-LAB666","title":"Host apps from anywhere with the new Copilot Managed Runtime","sortTitle":"host apps from anywhere with the new copilot managed runtime","description":"Organizations are building powerful apps using Microsoft and third-party products, but getting those apps ready for enterprise use can introduce a new layer of complexity. In this hands-on lab, learn how Managed Apps helps you turn what you build into secure, governed, enterprise-ready apps faster. See how you can bring together Microsoft and third-party products into a managed app experience, and get practical experience taking an app from development toward enterprise deployment.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"18:45 - 20:00","startDateTime":"2026-11-20T18:45:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-20T20:00:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872664001h9vH_20261025104258877.png","speakerIds":["177730559163ignite27-1755628760053001ATHW","177730559163ignite27-1758766147852001qv6z"],"sessionLinks":[],"relatedSessionInstanceIds":["1792436445127001DPhc-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:14.031Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872664001h9vH_20261025104258877.png","ogTitle":"Host apps from anywhere with the new Copilot Managed Runtime","ogDescription":"Organizations are building powerful apps using Microsoft and third-party products, but getting those apps ready for enterprise use can introduce a new layer of complexity. In this hands-on lab, learn how Managed Apps helps you turn what you build into secure, governed, enterprise-ready apps faster. See how you can bring together Microsoft and third-party products into a managed app experience, and get practical experience taking an app from development toward enterprise deployment.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"},{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1755628760053001ATHW","RegistrantKey":"177730559163ignite27-1755628760053001ATHW"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1758766147852001qv6z","RegistrantKey":"177730559163ignite27-1758766147852001qv6z"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3008","logicalValue":"Moscone West | Level 3, Room 3008"},"tags":[]},{"@search.score":1.0,"documentId":"aa15e0d3-e410-47ab-9a8c-6f0538f41ae8","embeddingContent":"Host apps from anywhere with the new Copilot Managed RuntimeOrganizations are building powerful apps using Microsoft and third-party products, but getting those apps ready for enterprise use can introduce a new layer of complexity. In this hands-on lab, learn how Managed Apps helps you turn what you build into secure, governed, enterprise-ready apps faster. See how you can bring together Microsoft and third-party products into a managed app experience, and get practical experience taking an app from development toward enterprise deployment.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"April Dunnam, Daniel Laskewitz","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856872664001h9vH-1791588160544001C3F6","langLocale":"en-US","sessionId":"1787856872664001h9vH","sessionInstanceId":"1787856872664001h9vH-1791588160544001C3F6","sessionTimeId":"1791588160544001C3F6","sessionCode":"LAB666","sessionCodeNormalized":"EN-US-LAB666","title":"Host apps from anywhere with the new Copilot Managed Runtime","sortTitle":"host apps from anywhere with the new copilot managed runtime","description":"Organizations are building powerful apps using Microsoft and third-party products, but getting those apps ready for enterprise use can introduce a new layer of complexity. In this hands-on lab, learn how Managed Apps helps you turn what you build into secure, governed, enterprise-ready apps faster. See how you can bring together Microsoft and third-party products into a managed app experience, and get practical experience taking an app from development toward enterprise deployment.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"},{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1755628760053001ATHW","RegistrantKey":"177730559163ignite27-1755628760053001ATHW"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1758766147852001qv6z","RegistrantKey":"177730559163ignite27-1758766147852001qv6z"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3011","logicalValue":"Moscone West | Level 3, Room 3011"},"tags":[]},{"@search.score":1.0,"documentId":"b61a3f04-ec58-41ae-b68c-40d3026cdc69","embeddingContent":"Host apps from anywhere with the new Copilot Managed RuntimeOrganizations are building powerful apps using Microsoft and third-party products, but getting those apps ready for enterprise use can introduce a new layer of complexity. In this hands-on lab, learn how Managed Apps helps you turn what you build into secure, governed, enterprise-ready apps faster. See how you can bring together Microsoft and third-party products into a managed app experience, and get practical experience taking an app from development toward enterprise deployment.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"April Dunnam, Daniel Laskewitz","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856872664001h9vH-1791823813082001P0Mf","langLocale":"en-US","sessionId":"1787856872664001h9vH","sessionInstanceId":"1787856872664001h9vH-1791823813082001P0Mf","sessionTimeId":"1791823813082001P0Mf","sessionCode":"LAB666","sessionCodeNormalized":"EN-US-LAB666","title":"Host apps from anywhere with the new Copilot Managed Runtime","sortTitle":"host apps from anywhere with the new copilot managed runtime","description":"Organizations are building powerful apps using Microsoft and third-party products, but getting those apps ready for enterprise use can introduce a new layer of complexity. In this hands-on lab, learn how Managed Apps helps you turn what you build into secure, governed, enterprise-ready apps faster. See how you can bring together Microsoft and third-party products into a managed app experience, and get practical experience taking an app from development toward enterprise deployment.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"21:00 - 22:15","startDateTime":"2026-11-19T21:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T22:15:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872664001h9vH_20261025104258877.png","speakerIds":["177730559163ignite27-1755628760053001ATHW","177730559163ignite27-1758766147852001qv6z"],"sessionLinks":[],"relatedSessionInstanceIds":["1792436445127001DPhc-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:14.031Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856872664001h9vH_20261025104258877.png","ogTitle":"Host apps from anywhere with the new Copilot Managed Runtime","ogDescription":"Organizations are building powerful apps using Microsoft and third-party products, but getting those apps ready for enterprise use can introduce a new layer of complexity. In this hands-on lab, learn how Managed Apps helps you turn what you build into secure, governed, enterprise-ready apps faster. See how you can bring together Microsoft and third-party products into a managed app experience, and get practical experience taking an app from development toward enterprise deployment.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789673061736001DzQj","RegistrantKey":"177730559163ignite27-1789673061736001DzQj"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789673102045001To1L","RegistrantKey":"177730559163ignite27-1789673102045001To1L"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3020","logicalValue":"Moscone West | Level 3, Room 3020"},"tags":[]},{"@search.score":1.0,"documentId":"94d5ec41-84d3-468f-ab38-b4ef62b61ab3","embeddingContent":"Operate secure, multi-tenant agentic apps on Azure Container AppsBuild the skills to run multi-tenant isolated AI workloads in production. You will place a workload in the right isolation boundary for user separation, contain untrusted code, scale from zero, right size CPU and memory for per second billing, and snapshot and resume sessions so stateful work can continue. Everything runs on Azure Container Apps with microVM-backed compute. Leave with a decision tree and patterns you can apply to your own workloads.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"02:15 - 03:30","startDateTime":"2026-11-18T02:15:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T03:30:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856876398001h9Z7_20261025104332306.png","speakerIds":["177730559163ignite27-1789673102045001To1L","177730559163ignite27-1789673061736001DzQj"],"sessionLinks":[],"relatedSessionInstanceIds":["1792445314562001n7KO-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:07.207Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856876398001h9Z7_20261025104332306.png","ogTitle":"Operate secure, multi-tenant agentic apps on Azure Container Apps","ogDescription":"Build the skills to run multi-tenant isolated AI workloads in production. You will place a workload in the right isolation boundary for user separation, contain untrusted code, scale from zero, right size CPU and memory for per second billing, and snapshot and resume sessions so stateful work can continue. Everything runs on Azure Container Apps with microVM-backed compute. Leave with a decision tree and patterns you can apply to your own workloads.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries. Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789673061736001DzQj","RegistrantKey":"177730559163ignite27-1789673061736001DzQj"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789673102045001To1L","RegistrantKey":"177730559163ignite27-1789673102045001To1L"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3020","logicalValue":"Moscone West | Level 3, Room 3020"},"tags":[]},{"@search.score":1.0,"documentId":"0fc9eaaf-43cf-4b6a-8ba5-e9f62743cf29","embeddingContent":"Provisioning and Configuring Windows 365 for Agentic WorkloadsIn this hands-on lab, participants will deploy and manage Windows 365 for Agents, Microsoft’s secure Cloud PC platform for AI agents. Guided exercises cover provisioning agent workloads, creating policies, configuring security and compliance controls, integrating with Microsoft Intune and Entra ID, and managing the agent lifecycle. Attendees will learn how to operationalize and scale agentic workloads while maintaining enterprise governance, security, and compliance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Robert Nishi, Steve Thomas","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856875587001hlgy-1791828155562001XLzI","langLocale":"en-US","sessionId":"1787856875587001hlgy","sessionInstanceId":"1787856875587001hlgy-1791828155562001XLzI","sessionTimeId":"1791828155562001XLzI","sessionCode":"LAB710","sessionCodeNormalized":"EN-US-LAB710","title":"Provisioning and Configuring Windows 365 for Agentic Workloads","sortTitle":"provisioning and configuring windows 365 for agentic workloads","description":"In this hands-on lab, participants will deploy and manage Windows 365 for Agents, Microsoft’s secure Cloud PC platform for AI agents. Guided exercises cover provisioning agent workloads, creating policies, configuring security and compliance controls, integrating with Microsoft Intune and Entra ID, and managing the agent lifecycle. Attendees will learn how to operationalize and scale agentic workloads while maintaining enterprise governance, security, and compliance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"16:30 - 17:45","startDateTime":"2026-11-18T16:30:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T17:45:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856875587001hlgy_20261025104324869.png","speakerIds":["177730559163ignite27-1769104504612001Rj1j","177730559163ignite27-1775060213552001eZMs"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:32.407Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856875587001hlgy_20261025104324869.png","ogTitle":"Provisioning and Configuring Windows 365 for Agentic Workloads","ogDescription":"In this hands-on lab, participants will deploy and manage Windows 365 for Agents, Microsoft’s secure Cloud PC platform for AI agents. Guided exercises cover provisioning agent workloads, creating policies, configuring security and compliance controls, integrating with Microsoft Intune and Entra ID, and managing the agent lifecycle. Attendees will learn how to operationalize and scale agentic workloads while maintaining enterprise governance, security, and compliance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"},{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"},{"displayValue":"Partner Business","logicalValue":"Partner Business"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Windows","logicalValue":"Windows"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1775060213552001eZMs","RegistrantKey":"177730559163ignite27-1775060213552001eZMs"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1769104504612001Rj1j","RegistrantKey":"177730559163ignite27-1769104504612001Rj1j"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3022","logicalValue":"Moscone West | Level 3, Room 3022"},"tags":[{"displayValue":"Security in Windows","logicalValue":"Security in Windows"},{"displayValue":"Windows 365","logicalValue":"Windows 365"},{"displayValue":"W365 for Agents","logicalValue":"W365 for Agents"},{"displayValue":"Windows Agents","logicalValue":"Windows Agents"}]},{"@search.score":1.0,"documentId":"410c5f1d-ee74-4c41-97d3-0d8968642b0f","embeddingContent":"Provisioning and Configuring Windows 365 for Agentic WorkloadsIn this hands-on lab, participants will deploy and manage Windows 365 for Agents, Microsoft’s secure Cloud PC platform for AI agents. Guided exercises cover provisioning agent workloads, creating policies, configuring security and compliance controls, integrating with Microsoft Intune and Entra ID, and managing the agent lifecycle. Attendees will learn how to operationalize and scale agentic workloads while maintaining enterprise governance, security, and compliance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Robert Nishi, Steve Thomas","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856875587001hlgy-1791828201812001XW3r","langLocale":"en-US","sessionId":"1787856875587001hlgy","sessionInstanceId":"1787856875587001hlgy-1791828201812001XW3r","sessionTimeId":"1791828201812001XW3r","sessionCode":"LAB710","sessionCodeNormalized":"EN-US-LAB710","title":"Provisioning and Configuring Windows 365 for Agentic Workloads","sortTitle":"provisioning and configuring windows 365 for agentic workloads","description":"In this hands-on lab, participants will deploy and manage Windows 365 for Agents, Microsoft’s secure Cloud PC platform for AI agents. Guided exercises cover provisioning agent workloads, creating policies, configuring security and compliance controls, integrating with Microsoft Intune and Entra ID, and managing the agent lifecycle. Attendees will learn how to operationalize and scale agentic workloads while maintaining enterprise governance, security, and compliance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"22:45 - 00:00","startDateTime":"2026-11-19T22:45:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-20T00:00:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856875587001hlgy_20261025104324869.png","speakerIds":["177730559163ignite27-1769104504612001Rj1j","177730559163ignite27-1775060213552001eZMs"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:32.407Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856875587001hlgy_20261025104324869.png","ogTitle":"Provisioning and Configuring Windows 365 for Agentic Workloads","ogDescription":"In this hands-on lab, participants will deploy and manage Windows 365 for Agents, Microsoft’s secure Cloud PC platform for AI agents. Guided exercises cover provisioning agent workloads, creating policies, configuring security and compliance controls, integrating with Microsoft Intune and Entra ID, and managing the agent lifecycle. Attendees will learn how to operationalize and scale agentic workloads while maintaining enterprise governance, security, and compliance.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"},{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1755628760053001ATHW","RegistrantKey":"177730559163ignite27-1755628760053001ATHW"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1758766147852001qv6z","RegistrantKey":"177730559163ignite27-1758766147852001qv6z"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3011","logicalValue":"Moscone West | Level 3, Room 3011"},"tags":[]},{"@search.score":1.0,"documentId":"2235b22e-dc8f-45ae-8b94-9134080d6a0c","embeddingContent":"Ship AI apps fast with Rayfin, a managed backend as a serviceBuild a field technician productivity app with Rayfin using coding agents. Generate a full-stack app on Microsoft Fabric without manually configuring backend services, then connect to Foundry and Fabric data agents to surface service insights in the experience. Leave with a working app and a repeatable pattern to ship data-driven, production-ready apps faster, without backend complexity.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Chris Anderson, Pratyush Rawat","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856874621001hQe7-1791588080235001CHLc","langLocale":"en-US","sessionId":"1787856874621001hQe7","sessionInstanceId":"1787856874621001hQe7-1791588080235001CHLc","sessionTimeId":"1791588080235001CHLc","sessionCode":"LAB690","sessionCodeNormalized":"EN-US-LAB690","title":"Ship AI apps fast with Rayfin, a managed backend as a service","sortTitle":"ship ai apps fast with rayfin, a managed backend as a service","description":"Build a field technician productivity app with Rayfin using coding agents. Generate a full-stack app on Microsoft Fabric without manually configuring backend services, then connect to Foundry and Fabric data agents to surface service insights in the experience. Leave with a working app and a repeatable pattern to ship data-driven, production-ready apps faster, without backend complexity.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"22:00 - 23:15","startDateTime":"2026-11-17T22:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-17T23:15:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856874621001hQe7_20261025104315968.png","speakerIds":["177730559163ignite27-1790098041920001H8yK","177730559163ignite27-1790098070831001vqb5"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:03.437Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856874621001hQe7_20261025104315968.png","ogTitle":"Ship AI apps fast with Rayfin, a managed backend as a service","ogDescription":"Build a field technician productivity app with Rayfin using coding agents. Generate a full-stack app on Microsoft Fabric without manually configuring backend services, then connect to Foundry and Fabric data agents to surface service insights in the experience. Leave with a working app and a repeatable pattern to ship data-driven, production-ready apps faster, without backend complexity.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"20:00 - 21:15","startDateTime":"2026-11-18T20:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T21:15:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856875910001hWNm_20261008214022572.avif","speakerIds":["177730559163ignite27-1791234473419001SOGz","177730559163ignite27-1781536125383001VqYL"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:32.408Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://mediastream.microsoft.com/Ignite2026/V1/itse/1787856875910001hWNm_20261008214022572.avif","ogTitle":"Strengthen endpoint protection from onboarding to offboarding","ogDescription":"Bring IT and Security together to establish and maintain endpoint protection. In this hands-on lab, onboard devices and validate successful onboarding through reporting, configure and target security policies to manage protection settings, and complete device offboarding. Leave with practical experience using Microsoft Intune and Defender to connect IT and Security workflows across onboarding, policy management, and offboarding.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"},{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"},{"displayValue":"Partner Business","logicalValue":"Partner Business"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Security","logicalValue":"Security"},{"displayValue":"Windows","logicalValue":"Windows"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1781536125383001VqYL","RegistrantKey":"177730559163ignite27-1781536125383001VqYL"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1791234473419001SOGz","RegistrantKey":"177730559163ignite27-1791234473419001SOGz"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 3, Room 3022","logicalValue":"Moscone West | Level 3, Room 3022"},"tags":[{"displayValue":"Security in Windows","logicalValue":"Security in Windows"},{"displayValue":"Security","logicalValue":"Security"},{"displayValue":"Azure Cosmos DB","logicalValue":"Azure Cosmos DB"},{"displayValue":"Microsoft Defender XDR","logicalValue":"Microsoft Defender XDR"},{"displayValue":"Management controls","logicalValue":"Management controls"},{"displayValue":"Zero Trust","logicalValue":"Zero Trust"},{"displayValue":"Microsoft Intune","logicalValue":"Microsoft Intune"},{"displayValue":"Intune","logicalValue":"Intune"},{"displayValue":"Cloud Endpoints","logicalValue":"Cloud Endpoints"},{"displayValue":"Microsoft Defender for Endpoint","logicalValue":"Microsoft Defender for Endpoint"},{"displayValue":"Get Ready for AI","logicalValue":"Get Ready for AI"},{"displayValue":"Microsoft Defender","logicalValue":"Microsoft Defender"}]},{"@search.score":1.0,"documentId":"f2f58660-8d9d-4445-8292-7502e26dda35","embeddingContent":"The Next Generation of Teams AdministrationGet hands-on with the latest Teams administration innovations. Explore advanced AI-powered administration and troubleshooting with TCH Insights in TAC Copilot, Custom RBAC, Remote Log Collection, Client Repair, and unified monitoring across meetings, calls, and rooms. Set up and administer Teams devices with Teams Device Management in the Pro Management Portal. Learn how these capabilities simplify day-to-day administration and help IT operate proactively at scale.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Prasad Gholve, Divya Sri R K","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856871461001h57F-1791821384397001C5mt","langLocale":"en-US","sessionId":"1787856871461001h57F","sessionInstanceId":"1787856871461001h57F-1791821384397001C5mt","sessionTimeId":"1791821384397001C5mt","sessionCode":"LAB655","sessionCodeNormalized":"EN-US-LAB655","title":"The Next Generation of Teams Administration","sortTitle":"the next generation of teams administration","description":"Get hands-on with the latest Teams administration innovations. Explore advanced AI-powered administration and troubleshooting with TCH Insights in TAC Copilot, Custom RBAC, Remote Log Collection, Client Repair, and unified monitoring across meetings, calls, and rooms. Set up and administer Teams devices with Teams Device Management in the Pro Management Portal. Learn how these capabilities simplify day-to-day administration and help IT operate proactively at scale.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"22:45 - 00:00","startDateTime":"2026-11-19T22:45:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-20T00:00:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856871461001h57F_20261025104248392.png","speakerIds":["177730559163ignite27-1790279781024001oTUs","177730559163ignite27-1790279753038001pHPk"],"sessionLinks":[],"relatedSessionInstanceIds":["1792434097031001eUb4-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:14.027Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856871461001h57F_20261025104248392.png","ogTitle":"The Next Generation of Teams Administration","ogDescription":"Get hands-on with the latest Teams administration innovations. Explore advanced AI-powered administration and troubleshooting with TCH Insights in TAC Copilot, Custom RBAC, Remote Log Collection, Client Repair, and unified monitoring across meetings, calls, and rooms. Set up and administer Teams devices with Teams Device Management in the Pro Management Portal. Learn how these capabilities simplify day-to-day administration and help IT operate proactively at scale.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Copilot","logicalValue":"Copilot"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790279753038001pHPk","RegistrantKey":"177730559163ignite27-1790279753038001pHPk"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790279781024001oTUs","RegistrantKey":"177730559163ignite27-1790279781024001oTUs"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 2, Room 2003","logicalValue":"Moscone West | Level 2, Room 2003"},"tags":[{"displayValue":"Microsoft Teams","logicalValue":"Microsoft Teams"}]},{"@search.score":1.0,"documentId":"7634b976-f831-4226-9316-89f63b0279c9","embeddingContent":"The Next Generation of Teams AdministrationGet hands-on with the latest Teams administration innovations. Explore advanced AI-powered administration and troubleshooting with TCH Insights in TAC Copilot, Custom RBAC, Remote Log Collection, Client Repair, and unified monitoring across meetings, calls, and rooms. Set up and administer Teams devices with Teams Device Management in the Pro Management Portal. Learn how these capabilities simplify day-to-day administration and help IT operate proactively at scale.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Prasad Gholve, Divya Sri R K","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856871461001h57F-1791821359495001oHvz","langLocale":"en-US","sessionId":"1787856871461001h57F","sessionInstanceId":"1787856871461001h57F-1791821359495001oHvz","sessionTimeId":"1791821359495001oHvz","sessionCode":"LAB655","sessionCodeNormalized":"EN-US-LAB655","title":"The Next Generation of Teams Administration","sortTitle":"the next generation of teams administration","description":"Get hands-on with the latest Teams administration innovations. Explore advanced AI-powered administration and troubleshooting with TCH Insights in TAC Copilot, Custom RBAC, Remote Log Collection, Client Repair, and unified monitoring across meetings, calls, and rooms. Set up and administer Teams devices with Teams Device Management in the Pro Management Portal. Learn how these capabilities simplify day-to-day administration and help IT operate proactively at scale.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"22:15 - 23:30","startDateTime":"2026-11-18T22:15:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T23:30:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856871461001h57F_20261025104248392.png","speakerIds":["177730559163ignite27-1790279781024001oTUs","177730559163ignite27-1790279753038001pHPk"],"sessionLinks":[],"relatedSessionInstanceIds":["1792434097031001eUb4-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:14.026Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856871461001h57F_20261025104248392.png","ogTitle":"The Next Generation of Teams Administration","ogDescription":"Get hands-on with the latest Teams administration innovations. Explore advanced AI-powered administration and troubleshooting with TCH Insights in TAC Copilot, Custom RBAC, Remote Log Collection, Client Repair, and unified monitoring across meetings, calls, and rooms. Set up and administer Teams devices with Teams Device Management in the Pro Management Portal. Learn how these capabilities simplify day-to-day administration and help IT operate proactively at scale.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Copilot","logicalValue":"Copilot"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790279753038001pHPk","RegistrantKey":"177730559163ignite27-1790279753038001pHPk"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790279781024001oTUs","RegistrantKey":"177730559163ignite27-1790279781024001oTUs"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 2, Room 2003","logicalValue":"Moscone West | Level 2, Room 2003"},"tags":[{"displayValue":"Microsoft Teams","logicalValue":"Microsoft Teams"}]},{"@search.score":1.0,"documentId":"4143160e-64dd-43b6-86c2-b9bb0df478fd","embeddingContent":"The Next Generation of Teams AdministrationGet hands-on with the latest Teams administration innovations. Explore advanced AI-powered administration and troubleshooting with TCH Insights in TAC Copilot, Custom RBAC, Remote Log Collection, Client Repair, and unified monitoring across meetings, calls, and rooms. Set up and administer Teams devices with Teams Device Management in the Pro Management Portal. Learn how these capabilities simplify day-to-day administration and help IT operate proactively at scale.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Prasad Gholve, Divya Sri R K","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856871461001h57F-1791821440435001CZha","langLocale":"en-US","sessionId":"1787856871461001h57F","sessionInstanceId":"1787856871461001h57F-1791821440435001CZha","sessionTimeId":"1791821440435001CZha","sessionCode":"LAB655","sessionCodeNormalized":"EN-US-LAB655","title":"The Next Generation of Teams Administration","sortTitle":"the next generation of teams administration","description":"Get hands-on with the latest Teams administration innovations. Explore advanced AI-powered administration and troubleshooting with TCH Insights in TAC Copilot, Custom RBAC, Remote Log Collection, Client Repair, and unified monitoring across meetings, calls, and rooms. Set up and administer Teams devices with Teams Device Management in the Pro Management Portal. Learn how these capabilities simplify day-to-day administration and help IT operate proactively at scale.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"17:00 - 18:15","startDateTime":"2026-11-20T17:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-20T18:15:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856871461001h57F_20261025104248392.png","speakerIds":["177730559163ignite27-1790279781024001oTUs","177730559163ignite27-1790279753038001pHPk"],"sessionLinks":[],"relatedSessionInstanceIds":["1792434097031001eUb4-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:14.027Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856871461001h57F_20261025104248392.png","ogTitle":"The Next Generation of Teams Administration","ogDescription":"Get hands-on with the latest Teams administration innovations. Explore advanced AI-powered administration and troubleshooting with TCH Insights in TAC Copilot, Custom RBAC, Remote Log Collection, Client Repair, and unified monitoring across meetings, calls, and rooms. Set up and administer Teams devices with Teams Device Management in the Pro Management Portal. Learn how these capabilities simplify day-to-day administration and help IT operate proactively at scale.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Copilot","logicalValue":"Copilot"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790279753038001pHPk","RegistrantKey":"177730559163ignite27-1790279753038001pHPk"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790279781024001oTUs","RegistrantKey":"177730559163ignite27-1790279781024001oTUs"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 2, Room 2003","logicalValue":"Moscone West | Level 2, Room 2003"},"tags":[{"displayValue":"Microsoft Teams","logicalValue":"Microsoft Teams"}]},{"@search.score":1.0,"documentId":"1f723e06-c207-4c20-8117-fcb5e6784423","embeddingContent":"The Next Generation of Teams AdministrationGet hands-on with the latest Teams administration innovations. Explore advanced AI-powered administration and troubleshooting with TCH Insights in TAC Copilot, Custom RBAC, Remote Log Collection, Client Repair, and unified monitoring across meetings, calls, and rooms. Set up and administer Teams devices with Teams Device Management in the Pro Management Portal. Learn how these capabilities simplify day-to-day administration and help IT operate proactively at scale.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Prasad Gholve, Divya Sri R K","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856871461001h57F-1791588104608001Cj4S","langLocale":"en-US","sessionId":"1787856871461001h57F","sessionInstanceId":"1787856871461001h57F-1791588104608001Cj4S","sessionTimeId":"1791588104608001Cj4S","sessionCode":"LAB655","sessionCodeNormalized":"EN-US-LAB655","title":"The Next Generation of Teams Administration","sortTitle":"the next generation of teams administration","description":"Get hands-on with the latest Teams administration innovations. Explore advanced AI-powered administration and troubleshooting with TCH Insights in TAC Copilot, Custom RBAC, Remote Log Collection, Client Repair, and unified monitoring across meetings, calls, and rooms. Set up and administer Teams devices with Teams Device Management in the Pro Management Portal. Learn how these capabilities simplify day-to-day administration and help IT operate proactively at scale.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":3,"TimeSlot":"23:45 - 01:00","startDateTime":"2026-11-17T23:45:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T01:00:00Z","durationInMinutes":75,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856871461001h57F_20261025104248392.png","speakerIds":["177730559163ignite27-1790279781024001oTUs","177730559163ignite27-1790279753038001pHPk"],"sessionLinks":[],"relatedSessionInstanceIds":["1792434097031001eUb4-AAAAAAAAAAAAAAAAAAAA"],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:05.403Z","heroSession":false,"restrictedScopes":["attendee-type:attendee-expo-only"],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856871461001h57F_20261025104248392.png","ogTitle":"The Next Generation of Teams Administration","ogDescription":"Get hands-on with the latest Teams administration innovations. Explore advanced AI-powered administration and troubleshooting with TCH Insights in TAC Copilot, Custom RBAC, Remote Log Collection, Client Repair, and unified monitoring across meetings, calls, and rooms. Set up and administer Teams devices with Teams Device Management in the Pro Management Portal. Learn how these capabilities simplify day-to-day administration and help IT operate proactively at scale.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Lab","logicalValue":"Lab"},"topic":[{"displayValue":"Copilot","logicalValue":"Copilot"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790279753038001pHPk","RegistrantKey":"177730559163ignite27-1790279753038001pHPk"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790279781024001oTUs","RegistrantKey":"177730559163ignite27-1790279781024001oTUs"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone West | Level 2, Room 2007","logicalValue":"Moscone West | Level 2, Room 2007"},"tags":[{"displayValue":"Microsoft Teams","logicalValue":"Microsoft Teams"}]},{"@search.score":1.0,"documentId":"77f80a22-ca23-4931-842b-84ea2ad80884","embeddingContent":"Turn signal into real-time protections with Project PerceptionGet hands-on with Project Perception and see how agentic security helps teams understand risk faster and turn insights into protection. Learn how Red team, Blue team, and Green team agents work together to defend at machine speed.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Beckie Neumann, Yaniv Shasha","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856873792001hzKc-1791825362182001XJaN","langLocale":"en-US","sessionId":"1787856873792001hzKc","sessionInstanceId":"1787856873792001hzKc-1791825362182001XJaN","sessionTimeId":"1791825362182001XJaN","sessionCode":"LAB681","sessionCodeNormalized":"EN-US-LAB681","title":"Turn signal into real-time protections with Project Perception","sortTitle":"turn signal into real-time protections with project perception","description":"Get hands-on with Project Perception and see how agentic security helps teams understand risk faster and turn insights into protection. Learn how Red team, Blue team, and Green team agents work together to defend at machine speed.
\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nAdd this session to your schedule to reserve your seat, as capacity is limited. Please arrive at least 5 minutes early; unclaimed seats may be released to standby attendees.
\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nIf this session is full, please check the schedule for additional in-person deliveries.\u00A0Additionally, please use this link to check the digital delivery of this lab.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Max McWilliams","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856910288001hswJ-1791588262456001CLgM","langLocale":"en-US","sessionId":"1787856910288001hswJ","sessionInstanceId":"1787856910288001hswJ-1791588262456001CLgM","sessionTimeId":"1791588262456001CLgM","sessionCode":"TT1732","sessionCodeNormalized":"EN-US-TT1732","title":"Accelerating NTT Data's Security Outcomes with EPI Security","sortTitle":"accelerating ntt data's security outcomes with epi security","description":"Microsoft and NTT Data will review progress against shared Security priorities and identify actions to accelerate customer opportunities across ME7, Agent 365, and Microsoft Sentinel. The discussion will focus on active opportunities, pipeline, execution blockers, co-sell alignment, and how EPI Security can accelerate measurable Security outcomes.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"18:05 - 18:50","startDateTime":"2026-11-19T18:05:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T18:50:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856910288001hswJ_20261025103437459.png","speakerIds":["177730559163ignite27-1779975954774001wLaN"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:34:05.633Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856910288001hswJ_20261025103437459.png","ogTitle":"Accelerating NTT Data's Security Outcomes with EPI Security","ogDescription":"Microsoft and NTT Data will review progress against shared Security priorities and identify actions to accelerate customer opportunities across ME7, Agent 365, and Microsoft Sentinel. The discussion will focus on active opportunities, pipeline, execution blockers, co-sell alignment, and how EPI Security can accelerate measurable Security outcomes.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Partner Business","logicalValue":"Partner Business"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Security","logicalValue":"Security"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1779975954774001wLaN","RegistrantKey":"177730559163ignite27-1779975954774001wLaN"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 3","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 3"},"tags":[]},{"@search.score":1.0,"documentId":"e65a606e-4975-4c8f-820f-dca60c950b9d","embeddingContent":"Accelerating PwC's Security Outcomes with EPI SecurityMicrosoft and PwC will review progress against shared Security priorities and identify actions to accelerate customer opportunities across ME7, Agent 365, and Microsoft Sentinel. The discussion will focus on active opportunities, pipeline, execution blockers, co-sell alignment, and how EPI Security can accelerate measurable Security outcomes.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Max McWilliams","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856909150001hxie-1791588225685001C67P","langLocale":"en-US","sessionId":"1787856909150001hxie","sessionInstanceId":"1787856909150001hxie-1791588225685001C67P","sessionTimeId":"1791588225685001C67P","sessionCode":"TT1725","sessionCodeNormalized":"EN-US-TT1725","title":"Accelerating PwC's Security Outcomes with EPI Security","sortTitle":"accelerating pwc's security outcomes with epi security","description":"Microsoft and PwC will review progress against shared Security priorities and identify actions to accelerate customer opportunities across ME7, Agent 365, and Microsoft Sentinel. The discussion will focus on active opportunities, pipeline, execution blockers, co-sell alignment, and how EPI Security can accelerate measurable Security outcomes.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"22:00 - 22:45","startDateTime":"2026-11-17T22:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-17T22:45:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856909150001hxie_20261025103434770.png","speakerIds":["177730559163ignite27-1779975954774001wLaN"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:33:30.665Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856909150001hxie_20261025103434770.png","ogTitle":"Accelerating PwC's Security Outcomes with EPI Security","ogDescription":"Microsoft and PwC will review progress against shared Security priorities and identify actions to accelerate customer opportunities across ME7, Agent 365, and Microsoft Sentinel. The discussion will focus on active opportunities, pipeline, execution blockers, co-sell alignment, and how EPI Security can accelerate measurable Security outcomes.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Partner Business","logicalValue":"Partner Business"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Security","logicalValue":"Security"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1779975954774001wLaN","RegistrantKey":"177730559163ignite27-1779975954774001wLaN"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 10","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 10"},"tags":[]},{"@search.score":1.0,"documentId":"69cfa976-accd-4189-ae50-33e30c592c14","embeddingContent":"Adopting AI at a Non-Profit | 5 things that workJoin a small-group peer discussion on adopting AI responsibly in a non-profit setting. Compare which roles benefit from Copilot, how the mix of knowledge workers affects licensing, how teams use Copilot Basic and Premium analytics, who should fund licenses, and what training strategies build lasting, financially responsible habits.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Michael Blumenthal","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856917284001hZc5-1791588262680001CirA","langLocale":"en-US","sessionId":"1787856917284001hZc5","sessionInstanceId":"1787856917284001hZc5-1791588262680001CirA","sessionTimeId":"1791588262680001CirA","sessionCode":"TT1775","sessionCodeNormalized":"EN-US-TT1775","title":"Adopting AI at a Non-Profit | 5 things that work","sortTitle":"adopting ai at a non-profit | 5 things that work","description":"Join a small-group peer discussion on adopting AI responsibly in a non-profit setting. Compare which roles benefit from Copilot, how the mix of knowledge workers affects licensing, how teams use Copilot Basic and Premium analytics, who should fund licenses, and what training strategies build lasting, financially responsible habits.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"18:05 - 18:50","startDateTime":"2026-11-19T18:05:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T18:50:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856917284001hZc5_20261025103453010.png","speakerIds":["177730559163ignite27-1756827106980001LKeo"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:34:05.632Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856917284001hZc5_20261025103453010.png","ogTitle":"Adopting AI at a Non-Profit | 5 things that work","ogDescription":"Join a small-group peer discussion on adopting AI responsibly in a non-profit setting. Compare which roles benefit from Copilot, how the mix of knowledge workers affects licensing, how teams use Copilot Basic and Premium analytics, who should fund licenses, and what training strategies build lasting, financially responsible habits.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Copilot","logicalValue":"Copilot"}],"industry":[],"sessionLevel":[{"displayValue":"(100) Foundational","logicalValue":"(100) Foundational"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"MVP Speaker In-person","SpeakerId":"177730559163ignite27-1756827106980001LKeo","RegistrantKey":"177730559163ignite27-1756827106980001LKeo"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 4","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 4"},"tags":[{"displayValue":"MVP","logicalValue":"MVP"}]},{"@search.score":1.0,"documentId":"823acaae-f7d2-4b0f-b8de-7aa8e68113b3","embeddingContent":"Agent Cost Is an Architecture Decision, Not a Token CountOne agent serves 40,000 requests a month and costs 40 dollars. The next serves 9,000 and costs 1,440, which is 85% of the bill. Volume does not predict agent cost. Orchestration does. Agents are stateless, so a loop rereads its whole history and input grows quadratically | ten steps bill 42,500 tokens against a naive 20,000. We derive that math on stage, price it live against public cloud pricing APIs, and find the cascade break even that flips a saving into an overspend. Code included.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Juliana Maria Lopes","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856914710001heQs-1791588083295001CVJr","langLocale":"en-US","sessionId":"1787856914710001heQs","sessionInstanceId":"1787856914710001heQs-1791588083295001CVJr","sessionTimeId":"1791588083295001CVJr","sessionCode":"TT1759","sessionCodeNormalized":"EN-US-TT1759","title":"Agent Cost Is an Architecture Decision, Not a Token Count","sortTitle":"agent cost is an architecture decision, not a token count","description":"One agent serves 40,000 requests a month and costs 40 dollars. The next serves 9,000 and costs 1,440, which is 85% of the bill. Volume does not predict agent cost. Orchestration does. Agents are stateless, so a loop rereads its whole history and input grows quadratically | ten steps bill 42,500 tokens against a naive 20,000. We derive that math on stage, price it live against public cloud pricing APIs, and find the cascade break even that flips a saving into an overspend. Code included.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"22:00 - 22:45","startDateTime":"2026-11-17T22:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-17T22:45:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856914710001heQs_20261025103447075.png","speakerIds":["177730559163ignite27-1768874875135001QWXt"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:03.582Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856914710001heQs_20261025103447075.png","ogTitle":"Agent Cost Is an Architecture Decision, Not a Token Count","ogDescription":"One agent serves 40,000 requests a month and costs 40 dollars. The next serves 9,000 and costs 1,440, which is 85% of the bill. Volume does not predict agent cost. Orchestration does. Agents are stateless, so a loop rereads its whole history and input grows quadratically | ten steps bill 42,500 tokens against a naive 20,000. We derive that math on stage, price it live against public cloud pricing APIs, and find the cascade break even that flips a saving into an overspend. Code included.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"MVP Speaker In-person","SpeakerId":"177730559163ignite27-1768874875135001QWXt","RegistrantKey":"177730559163ignite27-1768874875135001QWXt"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 15","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 15"},"tags":[{"displayValue":"MVP","logicalValue":"MVP"}]},{"@search.score":1.0,"documentId":"547ac5f3-ce55-418f-8ea1-9563361dce93","embeddingContent":"Agent ROI, optimization and FinOpsBuilding agents is easy. Demonstrating business value is harder. This round table focuses on how organizations measure agent success, optimize performance and manage operational costs. Explore emerging approaches to evaluation, observability, optimization loops and cost-aware engineering. Learn how teams are balancing quality, efficiency and governance to maximize the return on their AI investments.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Sonia Cuff","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856895098001huHH-1791588184199001C9ui","langLocale":"en-US","sessionId":"1787856895098001huHH","sessionInstanceId":"1787856895098001huHH-1791588184199001C9ui","sessionTimeId":"1791588184199001C9ui","sessionCode":"TT1669","sessionCodeNormalized":"EN-US-TT1669","title":"Agent ROI, optimization and FinOps","sortTitle":"agent roi, optimization and finops","description":"Building agents is easy. Demonstrating business value is harder. This round table focuses on how organizations measure agent success, optimize performance and manage operational costs. Explore emerging approaches to evaluation, observability, optimization loops and cost-aware engineering. Learn how teams are balancing quality, efficiency and governance to maximize the return on their AI investments.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"20:15 - 21:00","startDateTime":"2026-11-18T20:15:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T21:00:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856895098001huHH_20261025131536990.png","speakerIds":["177730559163ignite27-1772472464214001b41h"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:33.764Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856895098001huHH_20261025131536990.png","ogTitle":"Agent ROI, optimization and FinOps","ogDescription":"Building agents is easy. Demonstrating business value is harder. This round table focuses on how organizations measure agent success, optimize performance and manage operational costs. Explore emerging approaches to evaluation, observability, optimization loops and cost-aware engineering. Learn how teams are balancing quality, efficiency and governance to maximize the return on their AI investments.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1772472464214001b41h","RegistrantKey":"177730559163ignite27-1772472464214001b41h"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 15","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 15"},"tags":[]},{"@search.score":1.0,"documentId":"2f172b2f-8024-486f-b5bd-fe584e00404d","embeddingContent":"Agentic ERP and governanceHow do you encourage AI innovation without compromising trust and control? Join peers to discuss practical approaches for balancing experimentation with the governance, security, policies, and human oversight required across critical finance and operations processes.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Michele Ballinger","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1789606475167001r8lN-1791588303538001Ca3G","langLocale":"en-US","sessionId":"1789606475167001r8lN","sessionInstanceId":"1789606475167001r8lN-1791588303538001Ca3G","sessionTimeId":"1791588303538001Ca3G","sessionCode":"TT1679","sessionCodeNormalized":"EN-US-TT1679","title":"Agentic ERP and governance","sortTitle":"agentic erp and governance","description":"How do you encourage AI innovation without compromising trust and control? Join peers to discuss practical approaches for balancing experimentation with the governance, security, policies, and human oversight required across critical finance and operations processes.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"21:20 - 22:05","startDateTime":"2026-11-19T21:20:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T22:05:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1789606475167001r8lN_20261025103955587.png","speakerIds":["177730559163ignite27-1789863906270001dkMp"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:34:32.573Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1789606475167001r8lN_20261025103955587.png","ogTitle":"Agentic ERP and governance","ogDescription":"How do you encourage AI innovation without compromising trust and control? Join peers to discuss practical approaches for balancing experimentation with the governance, security, policies, and human oversight required across critical finance and operations processes.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789863906270001dkMp","RegistrantKey":"177730559163ignite27-1789863906270001dkMp"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 1","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 1"},"tags":[]},{"@search.score":1.0,"documentId":"c68f5c92-7733-475c-92b2-492c5bcb5239","embeddingContent":"Agentic ERP and GovernanceHow do you encourage AI innovation without compromising trust and control? Join peers to discuss practical approaches for balancing experimentation with the governance, security, policies, and human oversight required across critical finance and operations processes.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Michele Ballinger","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856896716001h91t-1791588084240001CT3N","langLocale":"en-US","sessionId":"1787856896716001h91t","sessionInstanceId":"1787856896716001h91t-1791588084240001CT3N","sessionTimeId":"1791588084240001CT3N","sessionCode":"TT2511","sessionCodeNormalized":"EN-US-TT2511","title":"Agentic ERP and Governance","sortTitle":"agentic erp and governance","description":"How do you encourage AI innovation without compromising trust and control? Join peers to discuss practical approaches for balancing experimentation with the governance, security, policies, and human oversight required across critical finance and operations processes.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Jim Banach, Mike Palitto","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856912886001hhQy-1791588092321001CaBh","langLocale":"en-US","sessionId":"1787856912886001hhQy","sessionInstanceId":"1787856912886001hhQy-1791588092321001CaBh","sessionTimeId":"1791588092321001CaBh","sessionCode":"TT1748","sessionCodeNormalized":"EN-US-TT1748","title":"AI at risk: The executive decision room","sortTitle":"ai at risk: the executive decision room","description":"As AI adoption expands, leaders may not always have visibility into how AI is being used across the organization. In this interactive tabletop, join the leadership team of a company confronting the risks of AI agents operating across the enterprise. Navigate decisions spanning visibility, governance, security, accountability, and human oversight, and explore the capabilities leaders need to govern and scale agents responsibly.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot..
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Victor Dantas","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856915672001hDHB-1791588193109001C4AV","langLocale":"en-US","sessionId":"1787856915672001hDHB","sessionInstanceId":"1787856915672001hDHB-1791588193109001C4AV","sessionTimeId":"1791588193109001C4AV","sessionCode":"TT1765","sessionCodeNormalized":"EN-US-TT1765","title":"AI Powered Development for Power Platform Professionals","sortTitle":"ai powered development for power platform professionals","description":"Join a small-group technical discussion on where agentic AI belongs in the Power Platform development lifecycle. Compare when to use agents, low-code, or pro-code | how MCP servers, AI Skills, Dataverse, and Power Platform services fit together | where humans stay in control | and how teams balance speed with ALM, security, compliance, and maintainability
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot..
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot..
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Kishore Inampudi, Linda Wu","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856929707001hilj-1791588254475001Cm5D","langLocale":"en-US","sessionId":"1787856929707001hilj","sessionInstanceId":"1787856929707001hilj-1791588254475001Cm5D","sessionTimeId":"1791588254475001Cm5D","sessionCode":"TT1851","sessionCodeNormalized":"EN-US-TT1851","title":"Application delivery in the AI era: Security, inference, cost","sortTitle":"application delivery in the ai era: security, inference, cost","description":"Applications and AI workloads need more than connectivity. Learn how Azure Front Door, Application Gateway, AGC, Azure Load Balancer, and WAF secure and optimize these workloads with AI perimeter protection, bot policies, intelligent routing, and improved GPU utilization. See how Advanced Container Networking Services adds Kubernetes-native network security, observability, and performance for workloads running on AKS.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Ryan Frazier","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856905942001hzGN-1791588296630001C7Kx","langLocale":"en-US","sessionId":"1787856905942001hzGN","sessionInstanceId":"1787856905942001hzGN-1791588296630001C7Kx","sessionTimeId":"1791588296630001C7Kx","sessionCode":"TT1705","sessionCodeNormalized":"EN-US-TT1705","title":"Ask the experts: Agentic modernization in practice","sortTitle":"ask the experts: agentic modernization in practice","description":"Bring your modernization questions and learn from Microsoft experts and other practitioners. Discuss where AI agents can help across assessment, planning, application and database modernization, and migration. Share challenges, compare approaches, and hear how others are applying agentic modernization to real-world estates, architectures, and workflows.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"20:15 - 21:00","startDateTime":"2026-11-19T20:15:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T21:00:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856905942001hzGN_20261025104350394.png","speakerIds":["177730559163ignite27-1775581595084001poYl"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:34:10.829Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856905942001hzGN_20261025104350394.png","ogTitle":"Ask the experts: Agentic modernization in practice","ogDescription":"Bring your modernization questions and learn from Microsoft experts and other practitioners. Discuss where AI agents can help across assessment, planning, application and database modernization, and migration. Share challenges, compare approaches, and hear how others are applying agentic modernization to real-world estates, architectures, and workflows.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1775581595084001poYl","RegistrantKey":"177730559163ignite27-1775581595084001poYl"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 2","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 2"},"tags":[]},{"@search.score":1.0,"documentId":"ae4e74e2-cf35-4010-b381-6b51bfb7dd65","embeddingContent":"Audit-ready everywhere: governance for hybrid and edge AIAuditors and regulators need verifiable evidence of model deployments, configuration drift, policy decisions, and operator approvals across Azure, other clouds, neoclouds, on-premises systems, and remote sites. This talk explores an operating model for durable evidence streams while allowing policy enforcement to remain local when necessary. We’ll discuss identity mapping, policy outcomes, intermittent logs, and audit timelines that support compliance and incident response.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Steven Murawski","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856898681001hvBj-1791588081863001CW0Q","langLocale":"en-US","sessionId":"1787856898681001hvBj","sessionInstanceId":"1787856898681001hvBj-1791588081863001CW0Q","sessionTimeId":"1791588081863001CW0Q","sessionCode":"TT1691","sessionCodeNormalized":"EN-US-TT1691","title":"Audit-ready everywhere: governance for hybrid and edge AI","sortTitle":"audit-ready everywhere: governance for hybrid and edge ai","description":"Auditors and regulators need verifiable evidence of model deployments, configuration drift, policy decisions, and operator approvals across Azure, other clouds, neoclouds, on-premises systems, and remote sites. This talk explores an operating model for durable evidence streams while allowing policy enforcement to remain local when necessary. We’ll discuss identity mapping, policy outcomes, intermittent logs, and audit timelines that support compliance and incident response.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1756138816284001TKTZ","RegistrantKey":"177730559163ignite27-1756138816284001TKTZ"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 6","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 6"},"tags":[]},{"@search.score":1.0,"documentId":"067ad6d0-a5bb-4ee4-8b62-b0c01681c11e","embeddingContent":"Automate network planning from discovery to design with Azure MigrateDiscover how Network Planning as a Service (NPaaS) in Azure Migrate can help simplify one of the most challenging aspects of lift-and-shift migrations: planning the target network. In this table talk, we’ll explore how network planning brings greater clarity to migration preparation, starting with VMware discovery as the first production use case, and discuss how the approach can help customers plan migrations with greater confidence.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Sergio Figueiredo, Chittaranjan Rao","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856899340001hHDc-1791588148601001CPnC","langLocale":"en-US","sessionId":"1787856899340001hHDc","sessionInstanceId":"1787856899340001hHDc-1791588148601001CPnC","sessionTimeId":"1791588148601001CPnC","sessionCode":"TT1695","sessionCodeNormalized":"EN-US-TT1695","title":"Automate network planning from discovery to design with Azure Migrate","sortTitle":"automate network planning from discovery to design with azure migrate","description":"Discover how Network Planning as a Service (NPaaS) in Azure Migrate can help simplify one of the most challenging aspects of lift-and-shift migrations: planning the target network. In this table talk, we’ll explore how network planning brings greater clarity to migration preparation, starting with VMware discovery as the first production use case, and discuss how the approach can help customers plan migrations with greater confidence.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"18:05 - 18:50","startDateTime":"2026-11-18T18:05:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T18:50:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856899340001hHDc_20261025104346652.png","speakerIds":["177730559163ignite27-1767917373935001jscV","177730559163ignite27-1789984453242001Xtco"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:09.76Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856899340001hHDc_20261025104346652.png","ogTitle":"Automate network planning from discovery to design with Azure Migrate","ogDescription":"Discover how Network Planning as a Service (NPaaS) in Azure Migrate can help simplify one of the most challenging aspects of lift-and-shift migrations: planning the target network. In this table talk, we’ll explore how network planning brings greater clarity to migration preparation, starting with VMware discovery as the first production use case, and discuss how the approach can help customers plan migrations with greater confidence.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789984453242001Xtco","RegistrantKey":"177730559163ignite27-1789984453242001Xtco"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1767917373935001jscV","RegistrantKey":"177730559163ignite27-1767917373935001jscV"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 17","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 17"},"tags":[]},{"@search.score":1.0,"documentId":"0f88f130-e0c7-4524-bb82-eef40094ff96","embeddingContent":"Azure Virtual Network Manager | Herding Networks the Easy WayJoin a small-group technical discussion on when and why to use Azure Virtual Network Manager. Compare real-world pros and cons of centralized VNet governance, how admin rules work, where IPAM helps or adds complexity, and what practical limits or design considerations matter before managing Azure networking at scale.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Rex de Koning","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856916488001hEVK-1791588226350001CdSZ","langLocale":"en-US","sessionId":"1787856916488001hEVK","sessionInstanceId":"1787856916488001hEVK-1791588226350001CdSZ","sessionTimeId":"1791588226350001CdSZ","sessionCode":"TT1770","sessionCodeNormalized":"EN-US-TT1770","title":"Azure Virtual Network Manager | Herding Networks the Easy Way","sortTitle":"azure virtual network manager | herding networks the easy way","description":"Join a small-group technical discussion on when and why to use Azure Virtual Network Manager. Compare real-world pros and cons of centralized VNet governance, how admin rules work, where IPAM helps or adds complexity, and what practical limits or design considerations matter before managing Azure networking at scale.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"23:30 - 00:15","startDateTime":"2026-11-18T23:30:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T00:15:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856916488001hEVK_20261025103451071.png","speakerIds":["177730559163ignite27-1779961248101001sEpc"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:33:30.666Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856916488001hEVK_20261025103451071.png","ogTitle":"Azure Virtual Network Manager | Herding Networks the Easy Way","ogDescription":"Join a small-group technical discussion on when and why to use Azure Virtual Network Manager. Compare real-world pros and cons of centralized VNet governance, how admin rules work, where IPAM helps or adds complexity, and what practical limits or design considerations matter before managing Azure networking at scale.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"MVP Speaker In-person","SpeakerId":"177730559163ignite27-1779961248101001sEpc","RegistrantKey":"177730559163ignite27-1779961248101001sEpc"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 6","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 6"},"tags":[{"displayValue":"MVP","logicalValue":"MVP"}]},{"@search.score":1.0,"documentId":"4ebf93f8-d102-47b4-b399-18a922494196","embeddingContent":"Azure: Operational demand engineeringHow do we prevent support demand rather than just resolve it faster? Join a discussion on how the Azure Engineering Operations team turns Azure support signals into engineering improvements. Explore approaches to eliminate recurring issues, prevent incidents through upstream fixes, and use AI agents to automate resolution. Share practical trade-offs and leave with ideas to reduce operational toil, strengthen resilience, and free capacity for innovation.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Ruben Garcia","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856904990001hnSH-1791588208976001CjFe","langLocale":"en-US","sessionId":"1787856904990001hnSH","sessionInstanceId":"1787856904990001hnSH-1791588208976001CjFe","sessionTimeId":"1791588208976001CjFe","sessionCode":"TT1699","sessionCodeNormalized":"EN-US-TT1699","title":"Azure: Operational demand engineering","sortTitle":"azure: operational demand engineering","description":"How do we prevent support demand rather than just resolve it faster? Join a discussion on how the Azure Engineering Operations team turns Azure support signals into engineering improvements. Explore approaches to eliminate recurring issues, prevent incidents through upstream fixes, and use AI agents to automate resolution. Share practical trade-offs and leave with ideas to reduce operational toil, strengthen resilience, and free capacity for innovation.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"22:25 - 23:10","startDateTime":"2026-11-18T22:25:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T23:10:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856904990001hnSH_20261025104348111.png","speakerIds":["177730559163ignite27-1791228874840001S645"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:33:08.024Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856904990001hnSH_20261025104348111.png","ogTitle":"Azure: Operational demand engineering","ogDescription":"How do we prevent support demand rather than just resolve it faster? Join a discussion on how the Azure Engineering Operations team turns Azure support signals into engineering improvements. Explore approaches to eliminate recurring issues, prevent incidents through upstream fixes, and use AI agents to automate resolution. Share practical trade-offs and leave with ideas to reduce operational toil, strengthen resilience, and free capacity for innovation.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1791228874840001S645","RegistrantKey":"177730559163ignite27-1791228874840001S645"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 17","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 17"},"tags":[]},{"@search.score":1.0,"documentId":"569b7be7-1d3a-4d95-976d-e2dfeeac5be4","embeddingContent":"Beyond AI literacy: What does AI fluency look like at work?Employees are starting to use AI, but when does it create meaningful value? Join customers and partners to explore how we move from AI literacy to AI fluency. • How does AI skill development contribute to employee career goals? • How does employee AI upskilling connect to company-wide AI adoption goals? • How can Copilot improve daily workstreams? • How do employees use Learning Agent and AI Skills Navigator today to help build AI fluency?
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Sarath Avasarala","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787854974151001tmrU-1791588148108001CbOH","langLocale":"en-US","sessionId":"1787854974151001tmrU","sessionInstanceId":"1787854974151001tmrU-1791588148108001CbOH","sessionTimeId":"1791588148108001CbOH","sessionCode":"TT1654","sessionCodeNormalized":"EN-US-TT1654","title":"Beyond AI literacy: What does AI fluency look like at work?","sortTitle":"beyond ai literacy: what does ai fluency look like at work?","description":"Employees are starting to use AI, but when does it create meaningful value? Join customers and partners to explore how we move from AI literacy to AI fluency. • How does AI skill development contribute to employee career goals? • How does employee AI upskilling connect to company-wide AI adoption goals? • How can Copilot improve daily workstreams? • How do employees use Learning Agent and AI Skills Navigator today to help build AI fluency?
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"18:05 - 18:50","startDateTime":"2026-11-18T18:05:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T18:50:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787854974151001tmrU_20261025103618515.png","speakerIds":["177730559163ignite27-1791234546285001daIS"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:09.759Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787854974151001tmrU_20261025103618515.png","ogTitle":"Beyond AI literacy: What does AI fluency look like at work?","ogDescription":"Employees are starting to use AI, but when does it create meaningful value? Join customers and partners to explore how we move from AI literacy to AI fluency. • How does AI skill development contribute to employee career goals? • How does employee AI upskilling connect to company-wide AI adoption goals? • How can Copilot improve daily workstreams? • How do employees use Learning Agent and AI Skills Navigator today to help build AI fluency?
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Copilot","logicalValue":"Copilot"}],"industry":[],"sessionLevel":[{"displayValue":"(100) Foundational","logicalValue":"(100) Foundational"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1791234546285001daIS","RegistrantKey":"177730559163ignite27-1791234546285001daIS"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 14","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 14"},"tags":[{"displayValue":"AI","logicalValue":"AI"},{"displayValue":"Agents","logicalValue":"Agents"},{"displayValue":"Microsoft Copilot","logicalValue":"Microsoft Copilot"}]},{"@search.score":1.0,"documentId":"8c664b93-e4b8-42e2-8d57-358df0fb8d4b","embeddingContent":"Beyond Detection: Building for Recovery and Business ContinuityOrganizations have invested heavily in detection and response, yet operational disruption remains one of the biggest cybersecurity risks. This discussion examines how security and IT leaders are approaching resilience, recovery readiness, and business continuity. Discuss practical strategies for reducing downtime, improving recovery outcomes, and strengthening defenses against modern ransomware and AI-enabled attacks.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Bob Kruse","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856913548001htFY-1791588092775001CLa5","langLocale":"en-US","sessionId":"1787856913548001htFY","sessionInstanceId":"1787856913548001htFY-1791588092775001CLa5","sessionTimeId":"1791588092775001CLa5","sessionCode":"TT1752","sessionCodeNormalized":"EN-US-TT1752","title":"Beyond Detection: Building for Recovery and Business Continuity","sortTitle":"beyond detection: building for recovery and business continuity","description":"Organizations have invested heavily in detection and response, yet operational disruption remains one of the biggest cybersecurity risks. This discussion examines how security and IT leaders are approaching resilience, recovery readiness, and business continuity. Discuss practical strategies for reducing downtime, improving recovery outcomes, and strengthening defenses against modern ransomware and AI-enabled attacks.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"23:05 - 23:50","startDateTime":"2026-11-17T23:05:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-17T23:50:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856913548001htFY_20261025103444587.png","speakerIds":["177730559163ignite27-1789596046643001Ialy"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:03.584Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856913548001htFY_20261025103444587.png","ogTitle":"Beyond Detection: Building for Recovery and Business Continuity","ogDescription":"Organizations have invested heavily in detection and response, yet operational disruption remains one of the biggest cybersecurity risks. This discussion examines how security and IT leaders are approaching resilience, recovery readiness, and business continuity. Discuss practical strategies for reducing downtime, improving recovery outcomes, and strengthening defenses against modern ransomware and AI-enabled attacks.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"},{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"},{"displayValue":"Partner Business","logicalValue":"Partner Business"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Security","logicalValue":"Security"},{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Customer Speaker In-Person","SpeakerId":"177730559163ignite27-1789596046643001Ialy","RegistrantKey":"177730559163ignite27-1789596046643001Ialy"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 17","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 17"},"tags":[{"displayValue":"AI","logicalValue":"AI"},{"displayValue":"Security","logicalValue":"Security"},{"displayValue":"AI Security","logicalValue":"AI Security"},{"displayValue":"Microsoft for Startups","logicalValue":"Microsoft for Startups"},{"displayValue":"Marketplace","logicalValue":"Marketplace"},{"displayValue":"Secure AI","logicalValue":"Secure AI"}]},{"@search.score":1.0,"documentId":"dfbf46df-457a-4846-8563-21734727401e","embeddingContent":"Beyond Models: How Are Organizations Evaluating AI Platforms?With new AI models, assistants, and agents arriving almost weekly, how can organizations evaluate AI platforms beyond benchmarks, feature lists, and vendor claims? Join this interactive Table Talk to learn how others assess AI investments. Share the criteria that matter most to your business, like security, governance, business value, data integration, extensibility, or agent readiness and compare approaches with peers navigating a rapidly evolving market.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Jenn Jinhong, Navreet Josan","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787854973842001tFyo-1791588090934001CnjV","langLocale":"en-US","sessionId":"1787854973842001tFyo","sessionInstanceId":"1787854973842001tFyo-1791588090934001CnjV","sessionTimeId":"1791588090934001CnjV","sessionCode":"TT1651","sessionCodeNormalized":"EN-US-TT1651","title":"Beyond Models: How Are Organizations Evaluating AI Platforms?","sortTitle":"beyond models: how are organizations evaluating ai platforms?","description":"With new AI models, assistants, and agents arriving almost weekly, how can organizations evaluate AI platforms beyond benchmarks, feature lists, and vendor claims? Join this interactive Table Talk to learn how others assess AI investments. Share the criteria that matter most to your business, like security, governance, business value, data integration, extensibility, or agent readiness and compare approaches with peers navigating a rapidly evolving market.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"23:05 - 23:50","startDateTime":"2026-11-17T23:05:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-17T23:50:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787854973842001tFyo_20261026012115160.png","speakerIds":["177730559163ignite27-1789280634603001W0En","177730559163ignite27-1784040995266001u6ag"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:03.585Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787854973842001tFyo_20261026012115160.png","ogTitle":"Beyond Models: How Are Organizations Evaluating AI Platforms?","ogDescription":"With new AI models, assistants, and agents arriving almost weekly, how can organizations evaluate AI platforms beyond benchmarks, feature lists, and vendor claims? Join this interactive Table Talk to learn how others assess AI investments. Share the criteria that matter most to your business, like security, governance, business value, data integration, extensibility, or agent readiness and compare approaches with peers navigating a rapidly evolving market.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Copilot","logicalValue":"Copilot"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789280634603001W0En","RegistrantKey":"177730559163ignite27-1789280634603001W0En"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1784040995266001u6ag","RegistrantKey":"177730559163ignite27-1784040995266001u6ag"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 9","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 9"},"tags":[{"displayValue":"AI","logicalValue":"AI"},{"displayValue":"Agents","logicalValue":"Agents"},{"displayValue":"Microsoft Copilot","logicalValue":"Microsoft Copilot"}]},{"@search.score":1.0,"documentId":"4e32e809-b5c9-4988-87f3-389240aff0e5","embeddingContent":"Beyond RAG: Agentic retrieval with the Cosmos DB MCP ToolkitSingle-shot RAG breaks on hard questions: grab a few chunks, answer confidently anyway. In this 25-minute hands-on session, go deep on agentic retrieval on Azure Cosmos DB. The Cosmos DB MCP Toolkit makes retrieval a first-class agent tool — iterative, multi-hop RAG that detects gaps, issues follow-up sub-queries, and synthesizes a grounded answer. Then wire an agent to hosted MCP (preview), secured with Entra ID, to reach live Cosmos data with nothing to deploy. We build it live, hop by hop.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Gahl Levy","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856898841001hzMo-1791588091628001C7XM","langLocale":"en-US","sessionId":"1787856898841001hzMo","sessionInstanceId":"1787856898841001hzMo-1791588091628001C7XM","sessionTimeId":"1791588091628001C7XM","sessionCode":"TT1692","sessionCodeNormalized":"EN-US-TT1692","title":"Beyond RAG: Agentic retrieval with the Cosmos DB MCP Toolkit","sortTitle":"beyond rag: agentic retrieval with the cosmos db mcp toolkit","description":"Single-shot RAG breaks on hard questions: grab a few chunks, answer confidently anyway. In this 25-minute hands-on session, go deep on agentic retrieval on Azure Cosmos DB. The Cosmos DB MCP Toolkit makes retrieval a first-class agent tool — iterative, multi-hop RAG that detects gaps, issues follow-up sub-queries, and synthesizes a grounded answer. Then wire an agent to hosted MCP (preview), secured with Entra ID, to reach live Cosmos data with nothing to deploy. We build it live, hop by hop.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1788979599489001aMTz","RegistrantKey":"177730559163ignite27-1788979599489001aMTz"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 12","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 12"},"tags":[]},{"@search.score":1.0,"documentId":"4a82046a-d7b0-4760-a68f-118c7f7138ff","embeddingContent":"Beyond the Blog | Build a Media Channel That Stands OutMicrosoft MVPs extend their reach through YouTube, podcasts, livestreams, newsletters, and other media. Experienced creators will discuss how they choose formats, plan content, build an audience, create sustainable production habits, and stay authentic while growing their channels. Bring your questions and learn how technical experts turn knowledge into engaging content and lasting community impact.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Justin Garrett","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856921281001hhbv-1791898403644001J2Xj","langLocale":"en-US","sessionId":"1787856921281001hhbv","sessionInstanceId":"1787856921281001hhbv-1791898403644001J2Xj","sessionTimeId":"1791898403644001J2Xj","sessionCode":"TT1799","sessionCodeNormalized":"EN-US-TT1799","title":"Beyond the Blog | Build a Media Channel That Stands Out","sortTitle":"beyond the blog | build a media channel that stands out","description":"Microsoft MVPs extend their reach through YouTube, podcasts, livestreams, newsletters, and other media. Experienced creators will discuss how they choose formats, plan content, build an audience, create sustainable production habits, and stay authentic while growing their channels. Bring your questions and learn how technical experts turn knowledge into engaging content and lasting community impact.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"23:30 - 00:15","startDateTime":"2026-11-19T23:30:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-20T00:15:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856921281001hhbv_20261025103501303.png","speakerIds":["177730559163ignite27-1780413746495001D6li"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:12.89Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856921281001hhbv_20261025103501303.png","ogTitle":"Beyond the Blog | Build a Media Channel That Stands Out","ogDescription":"Microsoft MVPs extend their reach through YouTube, podcasts, livestreams, newsletters, and other media. Experienced creators will discuss how they choose formats, plan content, build an audience, create sustainable production habits, and stay authentic while growing their channels. Bring your questions and learn how technical experts turn knowledge into engaging content and lasting community impact.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[],"industry":[],"sessionLevel":[{"displayValue":"(100) Foundational","logicalValue":"(100) Foundational"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1780413746495001D6li","RegistrantKey":"177730559163ignite27-1780413746495001D6li"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 7","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 7"},"tags":[{"displayValue":"Community","logicalValue":"Community"},{"displayValue":"MVP","logicalValue":"MVP"}]},{"@search.score":1.0,"documentId":"83a582bf-7e28-4e29-9bcb-767d2f695093","embeddingContent":"Beyond the Prompt | Driving Real Value with Microsoft 365 CopilotJoin a small-group peer discussion on turning Microsoft 365 Copilot deployment into measurable business value. Compare success metrics beyond active users, ROI evidence for leadership, high-value use cases, sustained-usage strategies, barriers to value, training and governance approaches, and when Copilot should give way to a purpose-built agent.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Steve Corey","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856917438001h76D-1791588262900001CljQ","langLocale":"en-US","sessionId":"1787856917438001h76D","sessionInstanceId":"1787856917438001h76D-1791588262900001CljQ","sessionTimeId":"1791588262900001CljQ","sessionCode":"TT1776","sessionCodeNormalized":"EN-US-TT1776","title":"Beyond the Prompt | Driving Real Value with Microsoft 365 Copilot","sortTitle":"beyond the prompt | driving real value with microsoft 365 copilot","description":"Join a small-group peer discussion on turning Microsoft 365 Copilot deployment into measurable business value. Compare success metrics beyond active users, ROI evidence for leadership, high-value use cases, sustained-usage strategies, barriers to value, training and governance approaches, and when Copilot should give way to a purpose-built agent.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"18:05 - 18:50","startDateTime":"2026-11-19T18:05:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T18:50:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856917438001h76D_20261025103453396.png","speakerIds":["177730559163ignite27-1778238233441001JH7f"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:34:05.634Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856917438001h76D_20261025103453396.png","ogTitle":"Beyond the Prompt | Driving Real Value with Microsoft 365 Copilot","ogDescription":"Join a small-group peer discussion on turning Microsoft 365 Copilot deployment into measurable business value. Compare success metrics beyond active users, ROI evidence for leadership, high-value use cases, sustained-usage strategies, barriers to value, training and governance approaches, and when Copilot should give way to a purpose-built agent.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Copilot","logicalValue":"Copilot"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"MVP Speaker In-person","SpeakerId":"177730559163ignite27-1778238233441001JH7f","RegistrantKey":"177730559163ignite27-1778238233441001JH7f"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 5","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 5"},"tags":[{"displayValue":"MVP","logicalValue":"MVP"}]},{"@search.score":1.0,"documentId":"a25668ac-983f-4b0b-8214-1d66d454439f","embeddingContent":"Boosting Your SOC with Microsoft Sentinel Data Lake & Security CopilotJoin a small-group SOC discussion on balancing Sentinel Data Lake log-storage costs with detection and investigation value. Building on real Sentinel, AI, and Security Copilot scenarios, compare adoption lessons, architecture decisions, operational constraints, and practical trade-offs for improving detection and response workflows.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Thomas Kurth","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856919251001hcfH-1791588297502001C8GG","langLocale":"en-US","sessionId":"1787856919251001hcfH","sessionInstanceId":"1787856919251001hcfH-1791588297502001C8GG","sessionTimeId":"1791588297502001C8GG","sessionCode":"TT1787","sessionCodeNormalized":"EN-US-TT1787","title":"Boosting Your SOC with Microsoft Sentinel Data Lake & Security Copilot","sortTitle":"boosting your soc with microsoft sentinel data lake & security copilot","description":"Join a small-group SOC discussion on balancing Sentinel Data Lake log-storage costs with detection and investigation value. Building on real Sentinel, AI, and Security Copilot scenarios, compare adoption lessons, architecture decisions, operational constraints, and practical trade-offs for improving detection and response workflows.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"20:15 - 21:00","startDateTime":"2026-11-19T20:15:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T21:00:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856919251001hcfH_20261025103457261.png","speakerIds":["177730559163ignite27-1771232359716001kgHZ"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:34:10.829Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856919251001hcfH_20261025103457261.png","ogTitle":"Boosting Your SOC with Microsoft Sentinel Data Lake & Security Copilot","ogDescription":"Join a small-group SOC discussion on balancing Sentinel Data Lake log-storage costs with detection and investigation value. Building on real Sentinel, AI, and Security Copilot scenarios, compare adoption lessons, architecture decisions, operational constraints, and practical trade-offs for improving detection and response workflows.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Security","logicalValue":"Security"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"MVP Speaker In-person","SpeakerId":"177730559163ignite27-1771232359716001kgHZ","RegistrantKey":"177730559163ignite27-1771232359716001kgHZ"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 6","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 6"},"tags":[{"displayValue":"MVP","logicalValue":"MVP"}]},{"@search.score":1.0,"documentId":"31296e50-fb04-48cb-83ed-06006879aec9","embeddingContent":"Bring your workload, leave with the best Postgres fitBring a real workload and pressure-test your architecture with peers and PostgreSQL experts. Compare requirements for scale, availability, migration, AI, operations, and cost, then discuss the trade-offs between Azure HorizonDB Azure Database for PostgreSQL and . The goal is a clearer decision framework, not a generic product pitch.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Dingding Lu","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1789610567191001tPPV-1791588084004001CO1w","langLocale":"en-US","sessionId":"1789610567191001tPPV","sessionInstanceId":"1789610567191001tPPV-1791588084004001CO1w","sessionTimeId":"1791588084004001CO1w","sessionCode":"TT1865","sessionCodeNormalized":"EN-US-TT1865","title":"Bring your workload, leave with the best Postgres fit","sortTitle":"bring your workload, leave with the best postgres fit","description":"Bring a real workload and pressure-test your architecture with peers and PostgreSQL experts. Compare requirements for scale, availability, migration, AI, operations, and cost, then discuss the trade-offs between Azure HorizonDB Azure Database for PostgreSQL and . The goal is a clearer decision framework, not a generic product pitch.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"22:00 - 22:45","startDateTime":"2026-11-17T22:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-17T22:45:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1789610567191001tPPV_20261025104003917.png","speakerIds":["177730559163ignite27-1780417703776001pRVt"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:03.581Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1789610567191001tPPV_20261025104003917.png","ogTitle":"Bring your workload, leave with the best Postgres fit","ogDescription":"Bring a real workload and pressure-test your architecture with peers and PostgreSQL experts. Compare requirements for scale, availability, migration, AI, operations, and cost, then discuss the trade-offs between Azure HorizonDB Azure Database for PostgreSQL and . The goal is a clearer decision framework, not a generic product pitch.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Data","logicalValue":"Data"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1780417703776001pRVt","RegistrantKey":"177730559163ignite27-1780417703776001pRVt"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 3","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 3"},"tags":[]},{"@search.score":1.0,"documentId":"229e8fcb-44a6-4c7d-a999-374888ff53cb","embeddingContent":"Build mission-ready AI factories: From simulation to sovereign AIFederal agencies are moving from AI experimentation to operational deployment. Discuss how Azure, NVIDIA Nemotron, Cosmos, and Omniverse can be combined to build mission-ready AI factories that accelerate simulation, digital twins, and agentic AI. Compare strategies, challenges, best practices, and what you are learning as you deploy secure, scalable, sovereign AI capabilities across mission environments.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1791389148065001QJMP-1791898611869001MlPu","langLocale":"en-US","sessionId":"1791389148065001QJMP","sessionInstanceId":"1791389148065001QJMP-1791898611869001MlPu","sessionTimeId":"1791898611869001MlPu","sessionCode":"TTSP1883","sessionCodeNormalized":"EN-US-TTSP1883","title":"Build mission-ready AI factories: From simulation to sovereign AI","sortTitle":"build mission-ready ai factories: from simulation to sovereign ai","description":"Federal agencies are moving from AI experimentation to operational deployment. Discuss how Azure, NVIDIA Nemotron, Cosmos, and Omniverse can be combined to build mission-ready AI factories that accelerate simulation, digital twins, and agentic AI. Compare strategies, challenges, best practices, and what you are learning as you deploy secure, scalable, sovereign AI capabilities across mission environments.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"22:00 - 22:45","startDateTime":"2026-11-17T22:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-17T22:45:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1791389148065001QJMP_20261025104031707.png","speakerIds":[],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:02.448Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":["NVIDIA"],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1791389148065001QJMP_20261025104031707.png","ogTitle":"Build mission-ready AI factories: From simulation to sovereign AI","ogDescription":"Federal agencies are moving from AI experimentation to operational deployment. Discuss how Azure, NVIDIA Nemotron, Cosmos, and Omniverse can be combined to build mission-ready AI factories that accelerate simulation, digital twins, and agentic AI. Compare strategies, challenges, best practices, and what you are learning as you deploy secure, scalable, sovereign AI capabilities across mission environments.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"The Aviary, Table Talks","logicalValue":"The Aviary, Table Talks"},"tags":[{"displayValue":"AI","logicalValue":"AI"},{"displayValue":"Security","logicalValue":"Security"},{"displayValue":"Analytics","logicalValue":"Analytics"},{"displayValue":"Agents","logicalValue":"Agents"},{"displayValue":"Data governance","logicalValue":"Data governance"},{"displayValue":"Governance","logicalValue":"Governance"},{"displayValue":"AI Transformation","logicalValue":"AI Transformation"},{"displayValue":"Sovereignty & Compliance","logicalValue":"Sovereignty & Compliance"},{"displayValue":"AI Infrastructure","logicalValue":"AI Infrastructure"},{"displayValue":"Azure Infrastructure","logicalValue":"Azure Infrastructure"}]},{"@search.score":1.0,"documentId":"92d053dc-77a0-4870-9a9c-3953e8b099b0","embeddingContent":"Build your schedule with help from a Microsoft MVPFeeling overwhelmed by the Ignite agenda? Sit down with seasoned Microsoft MVPs who’ve done their homework and are ready to help you navigate the session catalog and share their can't-miss sessions. Whether you're new to Microsoft Ignite or just looking for expert guidance, these table talks offer personalized support to help you curate a schedule that aligns with your goals, with experts from every topic area there to help. Come with questions, leave with a plan, and maybe a few new connections.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1792541416909001bFSZ-1792980224815001xxXh","langLocale":"en-US","sessionId":"1792541416909001bFSZ","sessionInstanceId":"1792541416909001bFSZ-1792980224815001xxXh","sessionTimeId":"1792980224815001xxXh","sessionCode":"TT1895","sessionCodeNormalized":"EN-US-TT1895","title":"Build your schedule with help from a Microsoft MVP","sortTitle":"build your schedule with help from a microsoft mvp","description":"Feeling overwhelmed by the Ignite agenda? Sit down with seasoned Microsoft MVPs who’ve done their homework and are ready to help you navigate the session catalog and share their can't-miss sessions. Whether you're new to Microsoft Ignite or just looking for expert guidance, these table talks offer personalized support to help you curate a schedule that aligns with your goals, with experts from every topic area there to help. Come with questions, leave with a plan, and maybe a few new connections.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Ben Kornick","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856913704001h8u4-1791588139005001Cgj3","langLocale":"en-US","sessionId":"1787856913704001h8u4","sessionInstanceId":"1787856913704001h8u4-1791588139005001Cgj3","sessionTimeId":"1791588139005001Cgj3","sessionCode":"TT1753","sessionCodeNormalized":"EN-US-TT1753","title":"Building agents reliable enough to make real business decisions","sortTitle":"building agents reliable enough to make real business decisions","description":"Agents can generate convincing outputs—but can you trust them to influence a forecast, act on a customer account, or trigger a procurement decision? Drawing on real-world deployments, we’ll examine how composite systems connect agents with enterprise data, deterministic logic, systems of record, & human oversight. We’ll unpack the architectural & operating choices that make agents reliable enough to act & deliver measurable business value. Bring a workflow or challenge for the table to unpack.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Kevin Locke","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856913389001hbnp-1791588083067001Cz3H","langLocale":"en-US","sessionId":"1787856913389001hbnp","sessionInstanceId":"1787856913389001hbnp-1791588083067001Cz3H","sessionTimeId":"1791588083067001Cz3H","sessionCode":"TT1751","sessionCodeNormalized":"EN-US-TT1751","title":"Building AI Systems That Know Your Business, Not Just Your Data","sortTitle":"building ai systems that know your business, not just your data","description":"Many organizations have access to the same foundation models, yet achieve dramatically different outcomes. Join this discussion on how enterprises can embed business context, institutional knowledge, and governance into AI systems. Explore approaches for reducing hallucinations, maintaining trust, and keeping AI aligned with rapidly changing business realities without creating unsustainable maintenance burdens.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"},{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"},{"displayValue":"Partner Business","logicalValue":"Partner Business"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"},{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Customer Speaker In-Person","SpeakerId":"177730559163ignite27-1789760260014001DkgD","RegistrantKey":"177730559163ignite27-1789760260014001DkgD"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 3","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 3"},"tags":[{"displayValue":"AI","logicalValue":"AI"},{"displayValue":"Microsoft for Startups","logicalValue":"Microsoft for Startups"},{"displayValue":"Marketplace","logicalValue":"Marketplace"}]},{"@search.score":1.0,"documentId":"9c0e4dd4-edaf-4f8e-a72a-0f5d8fcf7c31","embeddingContent":"Building apps with Rayfin: Ask the expertsRayfin enables developers and makers to build intelligent applications powered by Fabric data, AI models, and enterprise APIs. Join product and field experts to discuss real-world implementation patterns, architecture decisions, governance considerations, and lessons learned from early adopters. Bring your questions and learn how teams are accelerating app development with Rayfin.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Sunitha Muthukrishna, Ben Zulauf","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1789610567518001t19D-1791588150587001CYTC","langLocale":"en-US","sessionId":"1789610567518001t19D","sessionInstanceId":"1789610567518001t19D-1791588150587001CYTC","sessionTimeId":"1791588150587001CYTC","sessionCode":"TT1864","sessionCodeNormalized":"EN-US-TT1864","title":"Building apps with Rayfin: Ask the experts","sortTitle":"building apps with rayfin: ask the experts","description":"Rayfin enables developers and makers to build intelligent applications powered by Fabric data, AI models, and enterprise APIs. Join product and field experts to discuss real-world implementation patterns, architecture decisions, governance considerations, and lessons learned from early adopters. Bring your questions and learn how teams are accelerating app development with Rayfin.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Data","logicalValue":"Data"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790098158480001lQmw","RegistrantKey":"177730559163ignite27-1790098158480001lQmw"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1774284988298001pfqa","RegistrantKey":"177730559163ignite27-1774284988298001pfqa"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 8","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 8"},"tags":[]},{"@search.score":1.0,"documentId":"6d42a9e5-2996-4e9f-b1bb-c5d17f9f928f","embeddingContent":"Building multi-agent AI apps on Azure Cosmos DBBuilding a multi-agent AI system? The hard part isn't the agents — it's the data layer underneath. In this 45-minute table talk, let's compare how we handle memory, conversation history, shared state, and retrieval when many agents run at once. We'll debate short- vs long-term memory, isolating each agent's context while sharing world state, grounding agents in live data, and scaling to thousands of sessions. Bring your architecture and questions and share ideas with the Cosmos DB team.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Jai Maldonado, Sergiy Smyrnov","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856899018001hqzy-1791588111756001CgW8","langLocale":"en-US","sessionId":"1787856899018001hqzy","sessionInstanceId":"1787856899018001hqzy-1791588111756001CgW8","sessionTimeId":"1791588111756001CgW8","sessionCode":"TT1693","sessionCodeNormalized":"EN-US-TT1693","title":"Building multi-agent AI apps on Azure Cosmos DB","sortTitle":"building multi-agent ai apps on azure cosmos db","description":"Building a multi-agent AI system? The hard part isn't the agents — it's the data layer underneath. In this 45-minute table talk, let's compare how we handle memory, conversation history, shared state, and retrieval when many agents run at once. We'll debate short- vs long-term memory, isolating each agent's context while sharing world state, grounding agents in live data, and scaling to thousands of sessions. Bring your architecture and questions and share ideas with the Cosmos DB team.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"23:30 - 00:15","startDateTime":"2026-11-19T23:30:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-20T00:15:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856899018001hqzy_20261025104345900.png","speakerIds":["177730559163ignite27-1765527200961001Q6Hn","177730559163ignite27-1776352718006001ATTV"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:05.332Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856899018001hqzy_20261025104345900.png","ogTitle":"Building multi-agent AI apps on Azure Cosmos DB","ogDescription":"Building a multi-agent AI system? The hard part isn't the agents — it's the data layer underneath. In this 45-minute table talk, let's compare how we handle memory, conversation history, shared state, and retrieval when many agents run at once. We'll debate short- vs long-term memory, isolating each agent's context while sharing world state, grounding agents in live data, and scaling to thousands of sessions. Bring your architecture and questions and share ideas with the Cosmos DB team.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Sharmila Chockalingam","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856896061001hVnr-1791588261561001CHps","langLocale":"en-US","sessionId":"1787856896061001hVnr","sessionInstanceId":"1787856896061001hVnr-1791588261561001CHps","sessionTimeId":"1791588261561001CHps","sessionCode":"TT1675","sessionCodeNormalized":"EN-US-TT1675","title":"Claude agents in production on Microsoft Foundry: Key trade-offs","sortTitle":"claude agents in production on microsoft foundry: key trade-offs","description":"You've built your first agent with Claude in Microsoft Foundry. What comes next? Join Anthropic experts and fellow builders for a small-group discussion on taking Claude-powered agents to production: choosing the right Claude model for each task, balancing cost, latency and quality, designing tool access and guardrails, and governing agents at enterprise scale. Bring your architecture questions and real-world challenges.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1752517267116001lWQS","RegistrantKey":"177730559163ignite27-1752517267116001lWQS"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 17","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 17"},"tags":[]},{"@search.score":1.0,"documentId":"ed452927-107a-4f19-9e28-c95c235b96fd","embeddingContent":"Closing agentic deals through Marketplace: what actually worksMarketplace is the easy part of the pitch and the hard part of the deal. A candid, peer-level working session on what moves an agentic deal through Marketplace: when MACC decrement is the lever and when it is not, what to do when a customer has already blown past their MACC, how partner-funded sponsorship changes the conversation, private offer mechanics, and the billing realities that show up after signature. Bring a live deal.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Tim Fang","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856908006001hM74-1791588167008001CjQx","langLocale":"en-US","sessionId":"1787856908006001hM74","sessionInstanceId":"1787856908006001hM74-1791588167008001CjQx","sessionTimeId":"1791588167008001CjQx","sessionCode":"TT1718","sessionCodeNormalized":"EN-US-TT1718","title":"Closing agentic deals through Marketplace: what actually works","sortTitle":"closing agentic deals through marketplace: what actually works","description":"Marketplace is the easy part of the pitch and the hard part of the deal. A candid, peer-level working session on what moves an agentic deal through Marketplace: when MACC decrement is the lever and when it is not, what to do when a customer has already blown past their MACC, how partner-funded sponsorship changes the conversation, private offer mechanics, and the billing realities that show up after signature. Bring a live deal.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Partner Business","logicalValue":"Partner Business"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"MAICPP","logicalValue":"MAICPP"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1728679437220001RZwD","RegistrantKey":"177730559163ignite27-1728679437220001RZwD"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 2","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 2"},"tags":[]},{"@search.score":1.0,"documentId":"fbca9072-ec44-4165-aa8c-e7e8ae11d51c","embeddingContent":"Cloud to Device | Local-First AI Agents as a new Compliance Strategy?Join a small-group discussion on when local-first AI agents become a compliance strategy. Compare where GDPR or EU AI Act pressure affects cloud AI choices, which trade-off matters most--cost, latency, or data residency--how Purview labels and Entra ID could secure device-based agents, where local inference falls short, and what pilot or compliance conversation to try next.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Ragnar Heil","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856914868001hY1d-1791588112435001CFSY","langLocale":"en-US","sessionId":"1787856914868001hY1d","sessionInstanceId":"1787856914868001hY1d-1791588112435001CFSY","sessionTimeId":"1791588112435001CFSY","sessionCode":"TT1760","sessionCodeNormalized":"EN-US-TT1760","title":"Cloud to Device | Local-First AI Agents as a new Compliance Strategy?","sortTitle":"cloud to device | local-first ai agents as a new compliance strategy?","description":"Join a small-group discussion on when local-first AI agents become a compliance strategy. Compare where GDPR or EU AI Act pressure affects cloud AI choices, which trade-off matters most--cost, latency, or data residency--how Purview labels and Entra ID could secure device-based agents, where local inference falls short, and what pilot or compliance conversation to try next.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"00:10 - 00:55","startDateTime":"2026-11-18T00:10:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T00:55:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856914868001hY1d_20261025103447431.png","speakerIds":["177730559163ignite27-1790108822325001ilnM"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:05.331Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856914868001hY1d_20261025103447431.png","ogTitle":"Cloud to Device | Local-First AI Agents as a new Compliance Strategy?","ogDescription":"Join a small-group discussion on when local-first AI agents become a compliance strategy. Compare where GDPR or EU AI Act pressure affects cloud AI choices, which trade-off matters most--cost, latency, or data residency--how Purview labels and Entra ID could secure device-based agents, where local inference falls short, and what pilot or compliance conversation to try next.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"MVP Speaker In-person","SpeakerId":"177730559163ignite27-1790108822325001ilnM","RegistrantKey":"177730559163ignite27-1790108822325001ilnM"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 1","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 1"},"tags":[{"displayValue":"MVP","logicalValue":"MVP"}]},{"@search.score":1.0,"documentId":"121b6f21-7597-4405-9f69-e32a9512e231","embeddingContent":"Copilot Cowork | Daily Use Cases to Get Real Work DelegatedJoin a small-group peer discussion on what work users should delegate to Copilot Cowork instead of chat. Bring a recurring task and compare what blocks delegation, where review belongs before, during, or after agent work, how to calibrate trust, how to handle quality drift, and how organizations balance delegation speed with output control and curated use-case catalogs.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Pascal Brunner-Nikolla","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856917599001hkDh-1791588263117001CeCJ","langLocale":"en-US","sessionId":"1787856917599001hkDh","sessionInstanceId":"1787856917599001hkDh-1791588263117001CeCJ","sessionTimeId":"1791588263117001CeCJ","sessionCode":"TT1777","sessionCodeNormalized":"EN-US-TT1777","title":"Copilot Cowork | Daily Use Cases to Get Real Work Delegated","sortTitle":"copilot cowork | daily use cases to get real work delegated","description":"Join a small-group peer discussion on what work users should delegate to Copilot Cowork instead of chat. Bring a recurring task and compare what blocks delegation, where review belongs before, during, or after agent work, how to calibrate trust, how to handle quality drift, and how organizations balance delegation speed with output control and curated use-case catalogs.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"18:05 - 18:50","startDateTime":"2026-11-19T18:05:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T18:50:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856917599001hkDh_20261025103453751.png","speakerIds":["177730559163ignite27-1786745747352001Dixl"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:34:05.635Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856917599001hkDh_20261025103453751.png","ogTitle":"Copilot Cowork | Daily Use Cases to Get Real Work Delegated","ogDescription":"Join a small-group peer discussion on what work users should delegate to Copilot Cowork instead of chat. Bring a recurring task and compare what blocks delegation, where review belongs before, during, or after agent work, how to calibrate trust, how to handle quality drift, and how organizations balance delegation speed with output control and curated use-case catalogs.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Copilot","logicalValue":"Copilot"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"MVP Speaker In-person","SpeakerId":"177730559163ignite27-1786745747352001Dixl","RegistrantKey":"177730559163ignite27-1786745747352001Dixl"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 6","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 6"},"tags":[{"displayValue":"MVP","logicalValue":"MVP"}]},{"@search.score":1.0,"documentId":"37cfc4b1-8f1e-4cd0-a25b-932a1ac0be67","embeddingContent":"Creating and consuming a Microsoft Fabric Data AgentThis session will walk through the end-to-end Data Agent journey, from connecting and grounding data to configuring the agent for deeper reasoning and analytics. We’ll then show how to bring these experiences into the tools users already work in, including Microsoft Copilot Studio, Microsoft Foundry, Microsoft 365 Copilot, Microsoft Teams, and beyond.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Shreyas Canchi Radhakrishna, Amir Jafari","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856927775001hehe-1791588167967001CU5p","langLocale":"en-US","sessionId":"1787856927775001hehe","sessionInstanceId":"1787856927775001hehe-1791588167967001CU5p","sessionTimeId":"1791588167967001CU5p","sessionCode":"TT1839","sessionCodeNormalized":"EN-US-TT1839","title":"Creating and consuming a Microsoft Fabric Data Agent","sortTitle":"creating and consuming a microsoft fabric data agent","description":"This session will walk through the end-to-end Data Agent journey, from connecting and grounding data to configuring the agent for deeper reasoning and analytics. We’ll then show how to bring these experiences into the tools users already work in, including Microsoft Copilot Studio, Microsoft Foundry, Microsoft 365 Copilot, Microsoft Teams, and beyond.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Data","logicalValue":"Data"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790361524182001cgiY","RegistrantKey":"177730559163ignite27-1790361524182001cgiY"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790361549544001TVqA","RegistrantKey":"177730559163ignite27-1790361549544001TVqA"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 6","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 6"},"tags":[]},{"@search.score":1.0,"documentId":"553efdfc-f112-40f5-80fd-f562a30f1c5a","embeddingContent":"Customizing the model router in Foundry Models for your enterpriseEvery organization has unique requirements for quality, latency, cost, and model behavior. In this table talk, we will discuss how to customize the model router in Foundry Models using your own prompts, workloads, and preferences to teach the router how to make routing decisions that align with your specific business objectives, and evaluate improvements across accuracy, performance, and cost.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790207095697001esnq","RegistrantKey":"177730559163ignite27-1790207095697001esnq"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 9","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 9"},"tags":[]},{"@search.score":1.0,"documentId":"0f0827eb-dda5-49f2-9eff-c53dbbebb370","embeddingContent":"Diagnose it. Fix it: Observability in Microsoft FabricWhen something goes wrong in Fabric, how quickly can you find out what happened? Explore observability in Microsoft Fabric through Monitoring hub and Workspace monitoring, from tracking activity, history, and failures to analyzing logs and metrics. Share your monitoring and troubleshooting challenges, exchange real-world scenarios, and discuss how Fabric can help teams move from “something failed” to “here’s what happened.\"
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Rahul Bagaria, Evgeny Ternovsky","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856927448001h6Fx-1791588139692001CjMs","langLocale":"en-US","sessionId":"1787856927448001h6Fx","sessionInstanceId":"1787856927448001h6Fx-1791588139692001CjMs","sessionTimeId":"1791588139692001CjMs","sessionCode":"TT1837","sessionCodeNormalized":"EN-US-TT1837","title":"Diagnose it. Fix it: Observability in Microsoft Fabric","sortTitle":"diagnose it. fix it: observability in microsoft fabric","description":"When something goes wrong in Fabric, how quickly can you find out what happened? Explore observability in Microsoft Fabric through Monitoring hub and Workspace monitoring, from tracking activity, history, and failures to analyzing logs and metrics. Share your monitoring and troubleshooting challenges, exchange real-world scenarios, and discuss how Fabric can help teams move from “something failed” to “here’s what happened.\"
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Data","logicalValue":"Data"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1788981189022001KdKA","RegistrantKey":"177730559163ignite27-1788981189022001KdKA"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1780503768279001MKoJ","RegistrantKey":"177730559163ignite27-1780503768279001MKoJ"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 5","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 5"},"tags":[]},{"@search.score":1.0,"documentId":"851a0a0b-e414-48e1-9b46-c1aa8daa9f0f","embeddingContent":"Discover everything: Unified hybrid and edge AI asset inventoryCustomers running AI across Azure, other clouds, on-premises environments, and edge locations need a trusted inventory of models, datasets, runtimes, accelerators, tools, and agents. This table talk explores discovery and inventory patterns that support governance, role-based operations, deployment consistency, and cost allocation. We'll discuss metadata reconciliation, intermittent connectivity, and maintaining a reliable source of truth across distributed environments.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Steven Murawski","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856899174001hdPJ-1791588138544001Cl81","langLocale":"en-US","sessionId":"1787856899174001hdPJ","sessionInstanceId":"1787856899174001hdPJ-1791588138544001Cl81","sessionTimeId":"1791588138544001Cl81","sessionCode":"TT1694","sessionCodeNormalized":"EN-US-TT1694","title":"Discover everything: Unified hybrid and edge AI asset inventory","sortTitle":"discover everything: unified hybrid and edge ai asset inventory","description":"Customers running AI across Azure, other clouds, on-premises environments, and edge locations need a trusted inventory of models, datasets, runtimes, accelerators, tools, and agents. This table talk explores discovery and inventory patterns that support governance, role-based operations, deployment consistency, and cost allocation. We'll discuss metadata reconciliation, intermittent connectivity, and maintaining a reliable source of truth across distributed environments.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"17:00 - 17:45","startDateTime":"2026-11-18T17:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T17:45:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856899174001hdPJ_20261025104346279.png","speakerIds":["177730559163ignite27-1756138816284001TKTZ"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:08.702Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856899174001hdPJ_20261025104346279.png","ogTitle":"Discover everything: Unified hybrid and edge AI asset inventory","ogDescription":"Customers running AI across Azure, other clouds, on-premises environments, and edge locations need a trusted inventory of models, datasets, runtimes, accelerators, tools, and agents. This table talk explores discovery and inventory patterns that support governance, role-based operations, deployment consistency, and cost allocation. We'll discuss metadata reconciliation, intermittent connectivity, and maintaining a reliable source of truth across distributed environments.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1756138816284001TKTZ","RegistrantKey":"177730559163ignite27-1756138816284001TKTZ"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 17","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 17"},"tags":[]},{"@search.score":1.0,"documentId":"939dc33f-fded-45cd-b9f5-5cf01de5b045","embeddingContent":"Driving Accenture's Security Outcomes with EPI SecurityMicrosoft and Accenture will review progress against shared Security priorities and identify actions to accelerate customer opportunities across ME7, Agent 365, and Microsoft Sentinel. The discussion will focus on active opportunities, pipeline, execution blockers, co-sell alignment, and how EPI Security can accelerate measurable Security outcomes.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Max McWilliams","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856908487001hnU8-1791588192645001Cp3i","langLocale":"en-US","sessionId":"1787856908487001hnU8","sessionInstanceId":"1787856908487001hnU8-1791588192645001Cp3i","sessionTimeId":"1791588192645001Cp3i","sessionCode":"TT1721","sessionCodeNormalized":"EN-US-TT1721","title":"Driving Accenture's Security Outcomes with EPI Security","sortTitle":"driving accenture's security outcomes with epi security","description":"Microsoft and Accenture will review progress against shared Security priorities and identify actions to accelerate customer opportunities across ME7, Agent 365, and Microsoft Sentinel. The discussion will focus on active opportunities, pipeline, execution blockers, co-sell alignment, and how EPI Security can accelerate measurable Security outcomes.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"22:25 - 23:10","startDateTime":"2026-11-19T22:25:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T23:10:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856908487001hnU8_20261025103433321.png","speakerIds":["177730559163ignite27-1779975954774001wLaN"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:33:04.756Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856908487001hnU8_20261025103433321.png","ogTitle":"Driving Accenture's Security Outcomes with EPI Security","ogDescription":"Microsoft and Accenture will review progress against shared Security priorities and identify actions to accelerate customer opportunities across ME7, Agent 365, and Microsoft Sentinel. The discussion will focus on active opportunities, pipeline, execution blockers, co-sell alignment, and how EPI Security can accelerate measurable Security outcomes.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Partner Business","logicalValue":"Partner Business"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Security","logicalValue":"Security"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1779975954774001wLaN","RegistrantKey":"177730559163ignite27-1779975954774001wLaN"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 17","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 17"},"tags":[]},{"@search.score":1.0,"documentId":"bf5034c9-aa77-452f-b3c4-6dff9a1f304b","embeddingContent":"Eliminate your biggest Oracle migration blockerBring your hardest Oracle migration question. Discuss assessment gaps, unsupported objects, schema and code conversion, data movement, validation, downtime, and cutover with Microsoft experts and peers. Leave with practical next steps for your migration plan to PostgreSQL on Azure and a clearer view of where Microsoft first-party tooling fits.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Aditya Duvuri Duvuri","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856905462001hKkL-1791588261779001CuN3","langLocale":"en-US","sessionId":"1787856905462001hKkL","sessionInstanceId":"1787856905462001hKkL-1791588261779001CuN3","sessionTimeId":"1791588261779001CuN3","sessionCode":"TT1702","sessionCodeNormalized":"EN-US-TT1702","title":"Eliminate your biggest Oracle migration blocker","sortTitle":"eliminate your biggest oracle migration blocker","description":"Bring your hardest Oracle migration question. Discuss assessment gaps, unsupported objects, schema and code conversion, data movement, validation, downtime, and cutover with Microsoft experts and peers. Leave with practical next steps for your migration plan to PostgreSQL on Azure and a clearer view of where Microsoft first-party tooling fits.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"22:25 - 23:10","startDateTime":"2026-11-19T22:25:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T23:10:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856905462001hKkL_20261025104349317.png","speakerIds":["177730559163ignite27-1789671210292001EvdY"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:34:05.631Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856905462001hKkL_20261025104349317.png","ogTitle":"Eliminate your biggest Oracle migration blocker","ogDescription":"Bring your hardest Oracle migration question. Discuss assessment gaps, unsupported objects, schema and code conversion, data movement, validation, downtime, and cutover with Microsoft experts and peers. Leave with practical next steps for your migration plan to PostgreSQL on Azure and a clearer view of where Microsoft first-party tooling fits.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789671210292001EvdY","RegistrantKey":"177730559163ignite27-1789671210292001EvdY"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 14","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 14"},"tags":[]},{"@search.score":1.0,"documentId":"84f86172-58f4-483f-9c6d-32a401d785b6","embeddingContent":"Enterprise AI at scale with Microsoft and MongoDB Atlas on AzureEnterprise often sit on decades of data that is hard to access and even harder to act on. Learn how the Microsoft ecosystem, integrated with MongoDB Atlas on Azure, unlocks the full potential of that data for AI at scale. Bringing together Atlas, Microsoft Foundry, and Azure AI services, companies like Bosch are moving from semantic and full-text search, to chat with their data, to agentic workflows across the business.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"MVP Speaker In-person","SpeakerId":"177730559163ignite27-1790108908690001lPJX","RegistrantKey":"177730559163ignite27-1790108908690001lPJX"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 3","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 3"},"tags":[{"displayValue":"MVP","logicalValue":"MVP"}]},{"@search.score":1.0,"documentId":"fd925d86-d823-4cb1-8459-2f7bf4f81bc2","embeddingContent":"From Agent Sprawl to Control | Governance That ScalesHow do you govern agents when manual oversight no longer scales? Drawing on a delivered enterprise implementation built on Microsoft technology, this session shows what it takes to make governance work in daily operations. Follow one real agent from discovery to retirement and see who gets involved, which decisions need evidence, and where automation helps. You will leave with a practical approach, including field-tested lessons on what to automate and where human decisions still matter.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Daniel Rohregger","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856915189001hqx2-1791588149647001CMjT","langLocale":"en-US","sessionId":"1787856915189001hqx2","sessionInstanceId":"1787856915189001hqx2-1791588149647001CMjT","sessionTimeId":"1791588149647001CMjT","sessionCode":"TT1762","sessionCodeNormalized":"EN-US-TT1762","title":"From Agent Sprawl to Control | Governance That Scales","sortTitle":"from agent sprawl to control | governance that scales","description":"How do you govern agents when manual oversight no longer scales? Drawing on a delivered enterprise implementation built on Microsoft technology, this session shows what it takes to make governance work in daily operations. Follow one real agent from discovery to retirement and see who gets involved, which decisions need evidence, and where automation helps. You will leave with a practical approach, including field-tested lessons on what to automate and where human decisions still matter.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"MVP Speaker In-person","SpeakerId":"177730559163ignite27-1790111612677001kdND","RegistrantKey":"177730559163ignite27-1790111612677001kdND"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 4","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 4"},"tags":[{"displayValue":"MVP","logicalValue":"MVP"}]},{"@search.score":1.0,"documentId":"c7b61209-e88a-4041-8633-093e3bb75db2","embeddingContent":"From code to cloud: Model and deploy applications with AI agentsAI agents can generate code, but understanding an application requires context scattered across source, infrastructure, pipelines, and configuration. This table talk explores what application context agents need, how to keep it current, and how it should support review, planning, and deployment. Using Radius and its GitHub Copilot app integration as a starting point, participants will compare approaches and trade-offs for making application context explicit and reusable.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Lakshmi Javadekar, nithya Subramanian","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856929222001hwew-1791588194042001CsW4","langLocale":"en-US","sessionId":"1787856929222001hwew","sessionInstanceId":"1787856929222001hwew-1791588194042001CsW4","sessionTimeId":"1791588194042001CsW4","sessionCode":"TT1848","sessionCodeNormalized":"EN-US-TT1848","title":"From code to cloud: Model and deploy applications with AI agents","sortTitle":"from code to cloud: model and deploy applications with ai agents","description":"AI agents can generate code, but understanding an application requires context scattered across source, infrastructure, pipelines, and configuration. This table talk explores what application context agents need, how to keep it current, and how it should support review, planning, and deployment. Using Radius and its GitHub Copilot app integration as a starting point, participants will compare approaches and trade-offs for making application context explicit and reusable.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"21:20 - 22:05","startDateTime":"2026-11-18T21:20:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T22:05:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856929222001hwew_20261025103519292.png","speakerIds":["177730559163ignite27-1790967786817001fETC","177730559163ignite27-1791479825407001pdke"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:33:04.757Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856929222001hwew_20261025103519292.png","ogTitle":"From code to cloud: Model and deploy applications with AI agents","ogDescription":"AI agents can generate code, but understanding an application requires context scattered across source, infrastructure, pipelines, and configuration. This table talk explores what application context agents need, how to keep it current, and how it should support review, planning, and deployment. Using Radius and its GitHub Copilot app integration as a starting point, participants will compare approaches and trade-offs for making application context explicit and reusable.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790967786817001fETC","RegistrantKey":"177730559163ignite27-1790967786817001fETC"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1791479825407001pdke","RegistrantKey":"177730559163ignite27-1791479825407001pdke"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 9","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 9"},"tags":[]},{"@search.score":1.0,"documentId":"118f2beb-5ea0-4cb8-919e-04f2abb8d96f","embeddingContent":"From Custom Builds to a Repeatable Agent FactoryHow can partners scale agent delivery without sacrificing customer relevance? This roundtable explores moving from custom builds to an Agent Factory model using reusable architecture, Skills, connectors and evaluation assets. Discuss consistent governance, security and quality gates, business and technical collaboration, and telemetry to demonstrate value, adoption and margin. Leave with practical ideas for a repeatable, governed and profitable delivery engine.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Robert Gates","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856909630001ho7o-1791588252659001CJPE","langLocale":"en-US","sessionId":"1787856909630001ho7o","sessionInstanceId":"1787856909630001ho7o-1791588252659001CJPE","sessionTimeId":"1791588252659001CJPE","sessionCode":"TT1728","sessionCodeNormalized":"EN-US-TT1728","title":"From Custom Builds to a Repeatable Agent Factory","sortTitle":"from custom builds to a repeatable agent factory","description":"How can partners scale agent delivery without sacrificing customer relevance? This roundtable explores moving from custom builds to an Agent Factory model using reusable architecture, Skills, connectors and evaluation assets. Discuss consistent governance, security and quality gates, business and technical collaboration, and telemetry to demonstrate value, adoption and margin. Leave with practical ideas for a repeatable, governed and profitable delivery engine.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"17:00 - 17:45","startDateTime":"2026-11-19T17:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T17:45:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856909630001ho7o_20261025103435862.png","speakerIds":["177730559163ignite27-1728679930903001RI0Z"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:34:03.87Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856909630001ho7o_20261025103435862.png","ogTitle":"From Custom Builds to a Repeatable Agent Factory","ogDescription":"How can partners scale agent delivery without sacrificing customer relevance? This roundtable explores moving from custom builds to an Agent Factory model using reusable architecture, Skills, connectors and evaluation assets. Discuss consistent governance, security and quality gates, business and technical collaboration, and telemetry to demonstrate value, adoption and margin. Leave with practical ideas for a repeatable, governed and profitable delivery engine.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Partner Business","logicalValue":"Partner Business"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(100) Foundational","logicalValue":"(100) Foundational"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1728679930903001RI0Z","RegistrantKey":"177730559163ignite27-1728679930903001RI0Z"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 2","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 2"},"tags":[]},{"@search.score":1.0,"documentId":"303c7e6c-12b3-42b4-b90d-8b455a7d427f","embeddingContent":"From every employee to enterprise scale: AGCO's AI agent journeyWhat happens when you put agent-building in the hands of every employee? Join Aryn Drawdy of AGCO to hear how a global manufacturer opened AI agent creation to its workforce in late 2025 without letting it turn into chaos. Learn how AGCO pairs open experimentation with governance, moves agents from a laptop to production, and partners with Microsoft to scale what works. Leave with practical advice for anyone sitting on fifty pilots and wondering what comes next.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Aryn Drawdy Drawdy","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1788896741929001ZjOm-1791588186805001CBfX","langLocale":"en-US","sessionId":"1788896741929001ZjOm","sessionInstanceId":"1788896741929001ZjOm-1791588186805001CBfX","sessionTimeId":"1791588186805001CBfX","sessionCode":"TT2506","sessionCodeNormalized":"EN-US-TT2506","title":"From every employee to enterprise scale: AGCO's AI agent journey","sortTitle":"from every employee to enterprise scale: agco's ai agent journey","description":"What happens when you put agent-building in the hands of every employee? Join Aryn Drawdy of AGCO to hear how a global manufacturer opened AI agent creation to its workforce in late 2025 without letting it turn into chaos. Learn how AGCO pairs open experimentation with governance, moves agents from a laptop to production, and partners with Microsoft to scale what works. Leave with practical advice for anyone sitting on fifty pilots and wondering what comes next.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"20:15 - 21:00","startDateTime":"2026-11-18T20:15:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T21:00:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1788896741929001ZjOm_20261025103608892.png","speakerIds":["177730559163ignite27-1792643689620001UjCr"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:33.766Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1788896741929001ZjOm_20261025103608892.png","ogTitle":"From every employee to enterprise scale: AGCO's AI agent journey","ogDescription":"What happens when you put agent-building in the hands of every employee? Join Aryn Drawdy of AGCO to hear how a global manufacturer opened AI agent creation to its workforce in late 2025 without letting it turn into chaos. Learn how AGCO pairs open experimentation with governance, moves agents from a laptop to production, and partners with Microsoft to scale what works. Leave with practical advice for anyone sitting on fifty pilots and wondering what comes next.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"},{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"},{"displayValue":"Partner Business","logicalValue":"Partner Business"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Copilot","logicalValue":"Copilot"}],"industry":[{"displayValue":"Manufacturing and Mobility","logicalValue":"Manufacturing and Mobility"}],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Customer Speaker In-Person","SpeakerId":"177730559163ignite27-1792643689620001UjCr","RegistrantKey":"177730559163ignite27-1792643689620001UjCr"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 10","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 10"},"tags":[{"displayValue":"Customer","logicalValue":"Customer"}]},{"@search.score":1.0,"documentId":"6ec7d482-1007-476f-b872-467316a01b27","embeddingContent":"From Pilot to Platform | Building an Agentic OS for your organizationMost organizations don't have an AI problem, they have an operating model problem. Agents ship faster than anyone can govern them, and six months later nobody knows what's running, who owns it, or whether it's safe. This session introduces the Agentic Operational System | how to define agent ownership, set guardrails that don't block adoption, and monitor what agents actually do across Copilot Studio, Power Platform, Purview and Entra. You'll leave with a reference model you can use on Monday.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Douglas Romão","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856915833001hQ0A-1791588193340001Cz32","langLocale":"en-US","sessionId":"1787856915833001hQ0A","sessionInstanceId":"1787856915833001hQ0A-1791588193340001Cz32","sessionTimeId":"1791588193340001Cz32","sessionCode":"TT1766","sessionCodeNormalized":"EN-US-TT1766","title":"From Pilot to Platform | Building an Agentic OS for your organization","sortTitle":"from pilot to platform | building an agentic os for your organization","description":"Most organizations don't have an AI problem, they have an operating model problem. Agents ship faster than anyone can govern them, and six months later nobody knows what's running, who owns it, or whether it's safe. This session introduces the Agentic Operational System | how to define agent ownership, set guardrails that don't block adoption, and monitor what agents actually do across Copilot Studio, Power Platform, Purview and Entra. You'll leave with a reference model you can use on Monday.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"21:20 - 22:05","startDateTime":"2026-11-18T21:20:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T22:05:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856915833001hQ0A_20261025103449642.png","speakerIds":["177730559163ignite27-1762916663980001Ljs6"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:33:04.757Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856915833001hQ0A_20261025103449642.png","ogTitle":"From Pilot to Platform | Building an Agentic OS for your organization","ogDescription":"Most organizations don't have an AI problem, they have an operating model problem. Agents ship faster than anyone can govern them, and six months later nobody knows what's running, who owns it, or whether it's safe. This session introduces the Agentic Operational System | how to define agent ownership, set guardrails that don't block adoption, and monitor what agents actually do across Copilot Studio, Power Platform, Purview and Entra. You'll leave with a reference model you can use on Monday.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Agentic Business Applications","logicalValue":"Agentic Business Applications"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"MVP Speaker In-person","SpeakerId":"177730559163ignite27-1762916663980001Ljs6","RegistrantKey":"177730559163ignite27-1762916663980001Ljs6"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 6","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 6"},"tags":[{"displayValue":"MVP","logicalValue":"MVP"}]},{"@search.score":1.0,"documentId":"3ebf19b6-e785-47e3-84d6-12fec61e65b1","embeddingContent":"From prior auth to appeals: Where AI agents fit in revenue cycleRevenue cycle offers providers a high-impact, lower-risk path to AI value without introducing direct clinical risk. Join this Table Talk to explore how providers can prioritize six initial use cases, design agentic solutions, define business value and success metrics, and drive adoption through governance and change management. As one example, we’ll discuss point-of-care denial intervention, using clinical context, claims history, payer policies, and contracts to flag risk before submission.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Hong Gao","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856927611001hKi7-1791588150119001CjeZ","langLocale":"en-US","sessionId":"1787856927611001hKi7","sessionInstanceId":"1787856927611001hKi7-1791588150119001CjeZ","sessionTimeId":"1791588150119001CjeZ","sessionCode":"TT1838","sessionCodeNormalized":"EN-US-TT1838","title":"From traces to trust: Multi-agent observability with Azure Monitor","sortTitle":"from traces to trust: multi-agent observability with azure monitor","description":"Explore how to observe multi-agent AI systems across agents, models and tools. Learn how Azure Monitor Application Insights uses OpenTelemetry for end-to-end tracing of Foundry and Copilot Studio agents, connecting runtime telemetry with debugging, evaluation, cost and data protection. We’ll discuss new Ignite capabilities including multimodal tracing, Foundry evaluations and coding-agent telemetry.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Nikhil Viswanathan","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856908328001h8pL-1791588192415001C5ih","langLocale":"en-US","sessionId":"1787856908328001h8pL","sessionInstanceId":"1787856908328001h8pL-1791588192415001C5ih","sessionTimeId":"1791588192415001C5ih","sessionCode":"TT1720","sessionCodeNormalized":"EN-US-TT1720","title":"Fueling the AI Opportunity with MAICPP Benefits","sortTitle":"fueling the ai opportunity with maicpp benefits","description":"Discover how to maximize Microsoft AI Cloud Partner Program (MAICPP) product benefits to build, modernize, and scale your Microsoft practice. Explore cloud credits, technical resources, support, development tools, and product licenses, and learn how to apply them across solution development, testing, deployment, and customer adoption. Walk away with a practical playbook to increase benefit utilization and drive business growth.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Anders Eide","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856916651001hEK6-1791588226576001CRSS","langLocale":"en-US","sessionId":"1787856916651001hEK6","sessionInstanceId":"1787856916651001hEK6-1791588226576001CRSS","sessionTimeId":"1791588226576001CRSS","sessionCode":"TT1771","sessionCodeNormalized":"EN-US-TT1771","title":"Generate Secure Azure Infrastructure with GitHub Copilot and Bicep","sortTitle":"generate secure azure infrastructure with github copilot and bicep","description":"Join a small-group technical discussion on using AI-generated Infrastructure as Code without lowering security or engineering standards. Compare which parts of a Bicep solution AI can generate, which architecture and security decisions come first, what context and standards the assistant needs, how generated modules and permissions should be reviewed, and which checks belong before production.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"MVP Speaker In-person","SpeakerId":"177730559163ignite27-1790109883773001eHla","RegistrantKey":"177730559163ignite27-1790109883773001eHla"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 7","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 7"},"tags":[{"displayValue":"MVP","logicalValue":"MVP"}]},{"@search.score":1.0,"documentId":"f8599295-e17f-46a0-a2f1-621ccfcd7a1b","embeddingContent":"How are you enabling AI agents to work beyond APIs?How are you enabling AI agents to navigate applications, websites, and enterprise systems to get work done? Join this interactive discussion on real-world agent implementations, security and governance requirements, lessons learned using Windows 365 for Agents, and emerging frameworks for evaluating AI agent ROI, total cost of ownership, and the true cost of intelligence.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Swarnim Srivastava, Christina Wu","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856897545001heuS-1791588111529001Ctqx","langLocale":"en-US","sessionId":"1787856897545001heuS","sessionInstanceId":"1787856897545001heuS-1791588111529001Ctqx","sessionTimeId":"1791588111529001Ctqx","sessionCode":"TT1684","sessionCodeNormalized":"EN-US-TT1684","title":"How are you enabling AI agents to work beyond APIs?","sortTitle":"how are you enabling ai agents to work beyond apis?","description":"How are you enabling AI agents to navigate applications, websites, and enterprise systems to get work done? Join this interactive discussion on real-world agent implementations, security and governance requirements, lessons learned using Windows 365 for Agents, and emerging frameworks for evaluating AI agent ROI, total cost of ownership, and the true cost of intelligence.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"},{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"},{"displayValue":"Partner Business","logicalValue":"Partner Business"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Windows","logicalValue":"Windows"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790743127905001bPvF","RegistrantKey":"177730559163ignite27-1790743127905001bPvF"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1751988242885001yU34","RegistrantKey":"177730559163ignite27-1751988242885001yU34"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 14","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 14"},"tags":[{"displayValue":"Windows 365","logicalValue":"Windows 365"},{"displayValue":"Cloud PC","logicalValue":"Cloud PC"}]},{"@search.score":1.0,"documentId":"efff0cd3-1056-4994-83c3-3923730e03a6","embeddingContent":"How are you governing AI and agent access with AI Gateway?As AI applications and agents connect to more models, tools, and enterprise systems, IT teams need a consistent way to govern access and interactions. Join Microsoft experts and peers to discuss how AI Gateway can help secure and manage AI traffic, govern models and MCP servers, improve visibility, and control consumption. Bring your architecture, governance challenges, and questions to the table.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Sreekanth Thirthala","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856899669001h6EQ-1791588184670001CPUu","langLocale":"en-US","sessionId":"1787856899669001h6EQ","sessionInstanceId":"1787856899669001h6EQ-1791588184670001CPUu","sessionTimeId":"1791588184670001CPUu","sessionCode":"TT1697","sessionCodeNormalized":"EN-US-TT1697","title":"How are you governing AI and agent access with AI Gateway?","sortTitle":"how are you governing ai and agent access with ai gateway?","description":"As AI applications and agents connect to more models, tools, and enterprise systems, IT teams need a consistent way to govern access and interactions. Join Microsoft experts and peers to discuss how AI Gateway can help secure and manage AI traffic, govern models and MCP servers, improve visibility, and control consumption. Bring your architecture, governance challenges, and questions to the table.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Tim Fang","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856907847001hDG0-1791588112208001CbO4","langLocale":"en-US","sessionId":"1787856907847001hDG0","sessionInstanceId":"1787856907847001hDG0-1791588112208001CbO4","sessionTimeId":"1791588112208001CbO4","sessionCode":"TT1717","sessionCodeNormalized":"EN-US-TT1717","title":"How do you audit an agent? Governing a mixed agent estate","sortTitle":"how do you audit an agent? governing a mixed agent estate","description":"Your agent estate will not be all Microsoft. Once third-party agents act on enterprise data, the second line asks what it asks of any actor: who is it, what can it touch, what did it do, and who is accountable. This table talk works through the practical posture - identity in Entra, data boundaries and audit in Purview, threat coverage in Defender and Sentinel, agent identity and lifecycle in Agent 365 - using a regulated financial services example. Bring your open questions.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Jan Goergen, Melinda Ma","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787854975128001tiwq-1791588081401001CwQt","langLocale":"en-US","sessionId":"1787854975128001tiwq","sessionInstanceId":"1787854975128001tiwq-1791588081401001CwQt","sessionTimeId":"1791588081401001CwQt","sessionCode":"TT1663","sessionCodeNormalized":"EN-US-TT1663","title":"How should you build voice agents in Microsoft Foundry?","sortTitle":"how should you build voice agents in microsoft foundry?","description":"Should you start with Voice Live API, add voice to an existing agent, or build a native voice agent from the start? This table talk explores the trade-offs behind each approach and when to use them. We'll discuss real-world considerations including latency, telephony, evaluation, observability, customization, cost, and operational readiness. Bring your architecture questions and learn from the decisions other teams are making as they move voice agents into production.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Vladimir Stefanovic","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856916969001hiZm-1791588253387001Ck6l","langLocale":"en-US","sessionId":"1787856916969001hiZm","sessionInstanceId":"1787856916969001hiZm-1791588253387001Ck6l","sessionTimeId":"1791588253387001Ck6l","sessionCode":"TT1773","sessionCodeNormalized":"EN-US-TT1773","title":"Landing Zone Governance | From Audit to Deny Before It Drifts","sortTitle":"landing zone governance | from audit to deny before it drifts","description":"Join a small-group governance discussion on which Azure Landing Zone controls should stay Audit and which need Deny before go-live. Compare how teams catch risky defaults, when Deny prevents drift or blocks legitimate deployments, who owns revisiting Audit assignments, whether exemption growth is tracked as a governance signal, and how maturity changes the right default.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Ajit Bhullar, Jon Ormond","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856929538001hie6-1791588227490001CNAI","langLocale":"en-US","sessionId":"1787856929538001hie6","sessionInstanceId":"1787856929538001hie6-1791588227490001CNAI","sessionTimeId":"1791588227490001CNAI","sessionCode":"TT1850","sessionCodeNormalized":"EN-US-TT1850","title":"Learnings from network connectivity failures and successes","sortTitle":"learnings from network connectivity failures and successes","description":"Connectivity is the foundation of every modern application, yet failures at scale remain inevitable. This session examines real-world outages, key lessons, and resiliency practices from operating one of the world’s largest cloud networks. Learn how Azure Networking improves availability, reduces blast radius, accelerates recovery, and strengthens operational excellence. Gain guidance on resilient architectures, observability, and automation to turn connectivity challenges into customer success.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790362024160001ez1i","RegistrantKey":"177730559163ignite27-1790362024160001ez1i"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1769128902150001ug7G","RegistrantKey":"177730559163ignite27-1769128902150001ug7G"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 11","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 11"},"tags":[{"displayValue":"Resiliency","logicalValue":"Resiliency"}]},{"@search.score":1.0,"documentId":"aeeb393f-a19e-4ee0-9d9e-02517fbc56eb","embeddingContent":"Legal Copilot: the power of the legal ecosystemDiscover the Microsoft Legal Copilot ecosystem and how legal professionals can work seamlessly across Microsoft 365 and the Super App. This session showcases end-to-end legal scenarios spanning drafting, research, document review, matter management, and workflow automation. Learn how Legal Copilot can be used for cross-domain collaborations, including Legal - HR, by unlocking richer context, reducing manual work, and delivering greater value through connected legal workflows.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Diana Mincu, Bassel Namih","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787854974379001tvr3-1791588183962001CbFN","langLocale":"en-US","sessionId":"1787854974379001tvr3","sessionInstanceId":"1787854974379001tvr3-1791588183962001CbFN","sessionTimeId":"1791588183962001CbFN","sessionCode":"TT1656","sessionCodeNormalized":"EN-US-TT1656","title":"Legal Copilot: the power of the legal ecosystem","sortTitle":"legal copilot: the power of the legal ecosystem","description":"Discover the Microsoft Legal Copilot ecosystem and how legal professionals can work seamlessly across Microsoft 365 and the Super App. This session showcases end-to-end legal scenarios spanning drafting, research, document review, matter management, and workflow automation. Learn how Legal Copilot can be used for cross-domain collaborations, including Legal - HR, by unlocking richer context, reducing manual work, and delivering greater value through connected legal workflows.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Christian Flasshoff, Nazim Lala","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856929068001haay-1791588186322001CmGM","langLocale":"en-US","sessionId":"1787856929068001haay","sessionInstanceId":"1787856929068001haay-1791588186322001CmGM","sessionTimeId":"1791588186322001CmGM","sessionCode":"TT1847","sessionCodeNormalized":"EN-US-TT1847","title":"Lessons learned: What it takes to run AI agents in production","sortTitle":"lessons learned: what it takes to run ai agents in production","description":"Most organizations start with models and frameworks, then discover the harder challenge is operating AI agents safely and reliably at scale. This session explores the infrastructure needed for production agentic applications, including isolation, secure tool execution, identity, governance, observability, and cost control. Learn how Azure Container Apps Sandboxes provides these capabilities through isolated environments, integrated security, and cloud-native operations on Azure.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790625676528001SjhV","RegistrantKey":"177730559163ignite27-1790625676528001SjhV"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789673038195001dbtY","RegistrantKey":"177730559163ignite27-1789673038195001dbtY"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 6","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 6"},"tags":[]},{"@search.score":1.0,"documentId":"521e2ae6-c073-4f2f-828f-e9662015103c","embeddingContent":"Level Up Your AI Skills | Lessons from Microsoft MVPsKeeping pace with AI can feel overwhelming, whether you are beginning or building deeper expertise. Microsoft MVPs will share practical lessons from their own learning journeys | gaining hands-on experience, choosing what to learn next, staying current, and applying new skills to real work. Leave with adaptable strategies to accelerate your AI learning and move from curiosity to capability.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Asif Rehmani","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856917759001hRYz-1791588263334001CxAC","langLocale":"en-US","sessionId":"1787856917759001hRYz","sessionInstanceId":"1787856917759001hRYz-1791588263334001CxAC","sessionTimeId":"1791588263334001CxAC","sessionCode":"TT1778","sessionCodeNormalized":"EN-US-TT1778","title":"Make Copilot Stick | What Actually Changes User Behavior at Work","sortTitle":"make copilot stick | what actually changes user behavior at work","description":"Join a small-group peer discussion on why Copilot adoption fades after early excitement and what makes it stick. Compare signals that Copilot has become part of daily work, reinforcement tactics, manager roles, training and repetition, barriers to regular use, governance versus experimentation, and what attendees would do differently if launching again.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Shir Grinfeld","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856914392001hyT8-1791588192872001CGj0","langLocale":"en-US","sessionId":"1787856914392001hyT8","sessionInstanceId":"1787856914392001hyT8-1791588192872001CGj0","sessionTimeId":"1791588192872001CGj0","sessionCode":"TT1757","sessionCodeNormalized":"EN-US-TT1757","title":"Managing Agents Before They Manage Your Enterprise","sortTitle":"managing agents before they manage your enterprise","description":"Agents are rapidly gaining access to business applications, data, and workflows, creating new governance and security challenges. This roundtable explores emerging best practices for agent visibility, identity management, access controls, and policy enforcement. We'll discuss how agentic enterprises can encourage innovation while maintaining oversight in an increasingly agent-driven environment.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Alex Rostan","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856915993001h5ml-1791588210117001CfZZ","langLocale":"en-US","sessionId":"1787856915993001h5ml","sessionInstanceId":"1787856915993001h5ml-1791588210117001CfZZ","sessionTimeId":"1791588210117001CfZZ","sessionCode":"TT1767","sessionCodeNormalized":"EN-US-TT1767","title":"MCP Runs Both Ways | Governing Power Automate in the Agent Era","sortTitle":"mcp runs both ways | governing power automate in the agent era","description":"Join a small-group technical discussion for Power Platform architects, CoE leads, and platform owners on the two directions called Power Automate MCP | flows exposed as tools an agent calls, and agents that author or debug flows. Compare how each changes risk, which surfaces are first-party or community, what is GA or preview, and what publish gates, environment patterns, and run-as governance are needed.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"22:25 - 23:10","startDateTime":"2026-11-18T22:25:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T23:10:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856915993001h5ml_20261025103450009.png","speakerIds":["177730559163ignite27-1758760959642001LUSz"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:33:08.026Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856915993001h5ml_20261025103450009.png","ogTitle":"MCP Runs Both Ways | Governing Power Automate in the Agent Era","ogDescription":"Join a small-group technical discussion for Power Platform architects, CoE leads, and platform owners on the two directions called Power Automate MCP | flows exposed as tools an agent calls, and agents that author or debug flows. Compare how each changes risk, which surfaces are first-party or community, what is GA or preview, and what publish gates, environment patterns, and run-as governance are needed.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Agentic Business Applications","logicalValue":"Agentic Business Applications"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"MVP Speaker In-person","SpeakerId":"177730559163ignite27-1758760959642001LUSz","RegistrantKey":"177730559163ignite27-1758760959642001LUSz"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 5","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 5"},"tags":[{"displayValue":"MVP","logicalValue":"MVP"}]},{"@search.score":1.0,"documentId":"bda0e674-3bcd-4efc-ba75-3ed6fe2872f2","embeddingContent":"Meet the SQL product teamHear directly from the leader shaping the future of SQL. Ask questions about product direction, priorities, and what’s coming next.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Priya Sathy, Charles Webb","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1789610541622001tbpI-1791588194274001CP51","langLocale":"en-US","sessionId":"1789610541622001tbpI","sessionInstanceId":"1789610541622001tbpI-1791588194274001CP51","sessionTimeId":"1791588194274001CP51","sessionCode":"TT1867","sessionCodeNormalized":"EN-US-TT1867","title":"Meet the SQL product team","sortTitle":"meet the sql product team","description":"Hear directly from the leader shaping the future of SQL. Ask questions about product direction, priorities, and what’s coming next.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Christophe Fiessinger, Aashish Ramdas","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1789609197919001mQOM-1791588255135001CXyC","langLocale":"en-US","sessionId":"1789609197919001mQOM","sessionInstanceId":"1789609197919001mQOM-1791588255135001CXyC","sessionTimeId":"1791588255135001CXyC","sessionCode":"TT2534","sessionCodeNormalized":"EN-US-TT2534","title":"Microsoft Purview AMA: Preparing Your Data for Secure AI","sortTitle":"microsoft purview ama: preparing your data for secure ai","description":"Bring your questions and join the conversation. In this interactive table talk, discuss real-world challenges, best practices, and lessons learned for classification and labeling. Explore how organizations are building the data foundation needed for secure AI adoption.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Sandhya Castelino, Huzefa Furniturewala","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856905617001hghz-1791588279043001Cf3b","langLocale":"en-US","sessionId":"1787856905617001hghz","sessionInstanceId":"1787856905617001hghz-1791588279043001Cf3b","sessionTimeId":"1791588279043001Cf3b","sessionCode":"TT1703","sessionCodeNormalized":"EN-US-TT1703","title":"Monitor, troubleshoot, and secure Azure network with the right tools","sortTitle":"monitor, troubleshoot, and secure azure network with the right tools","description":"Discover how Azure Network Watcher and Advanced Container Network Services deliver end-to-end network observability, security, and performance insights across Azure network services and AKS workloads. Co-hosted with Microsoft Digital, Microsoft’s internal IT organization, this session showcases real-world Microsoft scenarios and practical capabilities to detect issues, strengthen security, optimize network performance, and accelerate troubleshooting at scale.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789075117129001tcYy","RegistrantKey":"177730559163ignite27-1789075117129001tcYy"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789673675215001DZbM","RegistrantKey":"177730559163ignite27-1789673675215001DZbM"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 2","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 2"},"tags":[]},{"@search.score":1.0,"documentId":"65da762f-1dc2-4aed-961e-dd254025af9a","embeddingContent":"Network security perimeter: Securing Azure PaaSAs cloud adoption grows, securing data and services without slowing developers is a key challenge. Join this interactive table talk on network security perimeter to explore logical network isolation for platform services, reduced public exposure, and stronger data exfiltration protection. We'll cover deployment patterns, adoption learnings, and integration with firewalls, private endpoints, and service tags. For cloud architects, security leaders, and platform engineers.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Neha Shukla, Anshu Verma","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856905146001hLuY-1791588225006001Cotk","langLocale":"en-US","sessionId":"1787856905146001hLuY","sessionInstanceId":"1787856905146001hLuY-1791588225006001Cotk","sessionTimeId":"1791588225006001Cotk","sessionCode":"TT1700","sessionCodeNormalized":"EN-US-TT1700","title":"Network security perimeter: Securing Azure PaaS","sortTitle":"network security perimeter: securing azure paas","description":"As cloud adoption grows, securing data and services without slowing developers is a key challenge. Join this interactive table talk on network security perimeter to explore logical network isolation for platform services, reduced public exposure, and stronger data exfiltration protection. We'll cover deployment patterns, adoption learnings, and integration with firewalls, private endpoints, and service tags. For cloud architects, security leaders, and platform engineers.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"23:30 - 00:15","startDateTime":"2026-11-18T23:30:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T00:15:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856905146001hLuY_20261025104348463.png","speakerIds":["177730559163ignite27-1790021599310001fLOY","177730559163ignite27-1790021649258001vPRF"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:33:30.663Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856905146001hLuY_20261025104348463.png","ogTitle":"Network security perimeter: Securing Azure PaaS","ogDescription":"As cloud adoption grows, securing data and services without slowing developers is a key challenge. Join this interactive table talk on network security perimeter to explore logical network isolation for platform services, reduced public exposure, and stronger data exfiltration protection. We'll cover deployment patterns, adoption learnings, and integration with firewalls, private endpoints, and service tags. For cloud architects, security leaders, and platform engineers.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Justin Garrett","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856921636001hDZV-1791899088156001blVU","langLocale":"en-US","sessionId":"1787856921636001hDZV","sessionInstanceId":"1787856921636001hDZV-1791899088156001blVU","sessionTimeId":"1791899088156001blVU","sessionCode":"TT1801","sessionCodeNormalized":"EN-US-TT1801","title":"Open Source Meets AI | How Contribution Is Changing","sortTitle":"open source meets ai | how contribution is changing","description":"AI-assisted development is changing how software is created, while open-source communities still rely on collaboration, thoughtful review, documentation, and shared ownership. MVP contributors will discuss how AI is reshaping contribution practices, the risks and opportunities it creates, and where people can make a meaningful difference. Learn practical ways to participate responsibly and become a more effective contributor.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Shikha Jain, Martin Simecek","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856929384001hluS-1791588211030001CxnE","langLocale":"en-US","sessionId":"1787856929384001hluS","sessionInstanceId":"1787856929384001hluS-1791588211030001CxnE","sessionTimeId":"1791588211030001CxnE","sessionCode":"TT1849","sessionCodeNormalized":"EN-US-TT1849","title":"Operational clarity at scale: Azure Monitor health models","sortTitle":"operational clarity at scale: azure monitor health models","description":"As IT estates grow in scale and complexity, maintaining a cohesive view of system health becomes increasingly important. Join this interactive discussion to share your experiences and challenges, exchange lessons with peers, and explore where health modeling should go next. Help shape the roadmap for Azure Monitor health models, including health for AI agents and agentic applications.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Pradeep Raman","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856908166001hHBk-1791588184914001Ccjf","langLocale":"en-US","sessionId":"1787856908166001hHBk","sessionInstanceId":"1787856908166001hHBk-1791588184914001Ccjf","sessionTimeId":"1791588184914001Ccjf","sessionCode":"TT1719","sessionCodeNormalized":"EN-US-TT1719","title":"Partners + Factory: Accelerating Ambition to Deployment","sortTitle":"partners + factory: accelerating ambition to deployment","description":"Explore how partners can incorporate Cloud Accelerate Factory into their delivery strategy to accelerate Azure and AI transformation while preserving their strategic role, services opportunity, and customer relationships. Discuss how Partners + Factory can combine Microsoft innovation, partner-led services, and scalable implementation support to clarify delivery roles, reduce friction, speed decisions, and create repeatable transformation motions.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Howard Kapustein, Roy MacLachlan","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856897385001hIop-1791588091388001C1Ym","langLocale":"en-US","sessionId":"1787856897385001hIop","sessionInstanceId":"1787856897385001hIop-1791588091388001C1Ym","sessionTimeId":"1791588091388001C1Ym","sessionCode":"TT1683","sessionCodeNormalized":"EN-US-TT1683","title":"Plan your enterprise application strategy with MSIX","sortTitle":"plan your enterprise application strategy with msix","description":"How do you build a packaging and deployment workflow that works for both developers and IT? Join MSIX experts for an interactive discussion on adoption, operational challenges, automation opportunities, and practical lessons learned from real-world deployments.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Windows","logicalValue":"Windows"},{"displayValue":"Microsoft IQ","logicalValue":"Microsoft IQ"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1777571415307001ix8R","RegistrantKey":"177730559163ignite27-1777571415307001ix8R"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1780419466673001KKXK","RegistrantKey":"177730559163ignite27-1780419466673001KKXK"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 11","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 11"},"tags":[{"displayValue":"Windows","logicalValue":"Windows"},{"displayValue":"Windows Apps","logicalValue":"Windows Apps"},{"displayValue":"Windows Developer","logicalValue":"Windows Developer"},{"displayValue":"Azure Copilot","logicalValue":"Azure Copilot"}]},{"@search.score":1.0,"documentId":"d85448f6-89b2-495c-8347-0b3509a24d50","embeddingContent":"Practical lessons from building an Agentic SOCAI agents are reshaping security operations. Join peers to discuss practical lessons, workflow designs, and trade-offs in operationalizing agents across the SOC.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Brian Hooper","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1789609150691001tRte-1791588084476001Cgcy","langLocale":"en-US","sessionId":"1789609150691001tRte","sessionInstanceId":"1789609150691001tRte-1791588084476001Cgcy","sessionTimeId":"1791588084476001Cgcy","sessionCode":"TT2526","sessionCodeNormalized":"EN-US-TT2526","title":"Practical lessons from building an Agentic SOC","sortTitle":"practical lessons from building an agentic soc","description":"AI agents are reshaping security operations. Join peers to discuss practical lessons, workflow designs, and trade-offs in operationalizing agents across the SOC.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"22:00 - 22:45","startDateTime":"2026-11-17T22:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-17T22:45:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1789609150691001tRte_20261025104000374.png","speakerIds":["177730559163ignite27-1789483876375001zXMJ"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:03.438Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1789609150691001tRte_20261025104000374.png","ogTitle":"Practical lessons from building an Agentic SOC","ogDescription":"AI agents are reshaping security operations. Join peers to discuss practical lessons, workflow designs, and trade-offs in operationalizing agents across the SOC.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"},{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"},{"displayValue":"Partner Business","logicalValue":"Partner Business"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Security","logicalValue":"Security"}],"industry":[],"sessionLevel":[{"displayValue":"(400) Expert","logicalValue":"(400) Expert"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1789483876375001zXMJ","RegistrantKey":"177730559163ignite27-1789483876375001zXMJ"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 6","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 6"},"tags":[{"displayValue":"AI","logicalValue":"AI"},{"displayValue":"Security","logicalValue":"Security"},{"displayValue":"Agents","logicalValue":"Agents"}]},{"@search.score":1.0,"documentId":"b5fd13a5-f17d-4bcb-b733-30bd9a581d20","embeddingContent":"Protecting AI in real time: Ask the expertsEffective governance requires visibility. Learn how Microsoft Purview, Defender, and Entra help organizations track agent activity, understand data access, support investigations, and maintain the auditability and evidence needed to satisfy compliance requirements.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Safeena Begum Lepakshi","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1789609133865001t2HV-1791588194743001Cvd1","langLocale":"en-US","sessionId":"1789609133865001t2HV","sessionInstanceId":"1789609133865001t2HV-1791588194743001Cvd1","sessionTimeId":"1791588194743001Cvd1","sessionCode":"TT2531","sessionCodeNormalized":"EN-US-TT2531","title":"Protecting AI in real time: Ask the experts","sortTitle":"protecting ai in real time: ask the experts","description":"Effective governance requires visibility. Learn how Microsoft Purview, Defender, and Entra help organizations track agent activity, understand data access, support investigations, and maintain the auditability and evidence needed to satisfy compliance requirements.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"21:20 - 22:05","startDateTime":"2026-11-18T21:20:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T22:05:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1789609133865001t2HV_20261025103958506.png","speakerIds":["177730559163ignite27-1790296090485001o1we"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:33:04.758Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1789609133865001t2HV_20261025103958506.png","ogTitle":"Protecting AI in real time: Ask the experts","ogDescription":"Effective governance requires visibility. Learn how Microsoft Purview, Defender, and Entra help organizations track agent activity, understand data access, support investigations, and maintain the auditability and evidence needed to satisfy compliance requirements.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Priyanka Shah","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856915352001hVk6-1791588167501001C6xw","langLocale":"en-US","sessionId":"1787856915352001hVk6","sessionInstanceId":"1787856915352001hVk6-1791588167501001C6xw","sessionTimeId":"1791588167501001C6xw","sessionCode":"TT1763","sessionCodeNormalized":"EN-US-TT1763","title":"Pull the Cable | The Complete Air-gapped Agent stack with Foundry Local","sortTitle":"pull the cable | the complete air-gapped agent stack with foundry local","description":"Join a small-group architecture discussion on when disconnected local agent stacks are worth the operational cost. Compare sovereignty, regional model availability, cloud restrictions, token economics and hardware TCO, Foundry Local versus open-source runtimes, OCR versus vision pipelines, human-in-the-loop boundaries, containment, network boundaries, memory management, and on-prem model governance.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"MVP Speaker In-person","SpeakerId":"177730559163ignite27-1773185276975001cATe","RegistrantKey":"177730559163ignite27-1773185276975001cATe"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 4","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 4"},"tags":[{"displayValue":"MVP","logicalValue":"MVP"}]},{"@search.score":1.0,"documentId":"d929a1fa-7445-4cd3-bcc4-114df9096e24","embeddingContent":"Respond to cloud operations challenges with agentic AIAs applications scale across environments agentic AI helps customers continuously observe, correlate signals, and assist with actions across the cloud lifecycle with a consistent governance model from Azure. In this session, we will discuss how IT teams can use agentic AI within cloud operations workflows including investigating issues, optimizing spend, managing risks using agents from Azure Copilot and your own custom tools using Azure Resource Manager MCP server.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Vlad Joanovic","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856905776001hVU0-1791588279262001Cu9U","langLocale":"en-US","sessionId":"1787856905776001hVU0","sessionInstanceId":"1787856905776001hVU0-1791588279262001Cu9U","sessionTimeId":"1791588279262001Cu9U","sessionCode":"TT1704","sessionCodeNormalized":"EN-US-TT1704","title":"Respond to cloud operations challenges with agentic AI","sortTitle":"respond to cloud operations challenges with agentic ai","description":"As applications scale across environments agentic AI helps customers continuously observe, correlate signals, and assist with actions across the cloud lifecycle with a consistent governance model from Azure. In this session, we will discuss how IT teams can use agentic AI within cloud operations workflows including investigating issues, optimizing spend, managing risks using agents from Azure Copilot and your own custom tools using Azure Resource Manager MCP server.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1791389254182001iH3N-1791898396686001pVq2","langLocale":"en-US","sessionId":"1791389254182001iH3N","sessionInstanceId":"1791389254182001iH3N-1791898396686001pVq2","sessionTimeId":"1791898396686001pVq2","sessionCode":"TTSP1884","sessionCodeNormalized":"EN-US-TTSP1884","title":"Rethink energy consulting with always-on AI advisors","sortTitle":"rethink energy consulting with always-on ai advisors","description":"Energy leaders need advice that keeps pace with the market, not a once-a-quarter report. Explore how purpose-built AI agents can support research, analysis, and client delivery around the clock. Discuss how Microsoft Azure, NVIDIA AI, and SoftServe Continuous Digital Advisor come together, and share approaches and challenges in tailoring AI agents to the daily work of energy consulting teams.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"21:20 - 22:05","startDateTime":"2026-11-18T21:20:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T22:05:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1791389254182001iH3N_20261025104032106.png","speakerIds":[],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:02.449Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":["NVIDIA"],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1791389254182001iH3N_20261025104032106.png","ogTitle":"Rethink energy consulting with always-on AI advisors","ogDescription":"Energy leaders need advice that keeps pace with the market, not a once-a-quarter report. Explore how purpose-built AI agents can support research, analysis, and client delivery around the clock. Discuss how Microsoft Azure, NVIDIA AI, and SoftServe Continuous Digital Advisor come together, and share approaches and challenges in tailoring AI agents to the daily work of energy consulting teams.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"The Aviary, Table Talks","logicalValue":"The Aviary, Table Talks"},"tags":[{"displayValue":"AI","logicalValue":"AI"},{"displayValue":"Agents","logicalValue":"Agents"},{"displayValue":"Open Source","logicalValue":"Open Source"}]},{"@search.score":1.0,"documentId":"eeaa1ce4-f90c-434f-bee8-faa44af1b715","embeddingContent":"Securing AI Agents: A candid conversation with the expertsAI agents are transforming how work gets done while introducing new security risks as they gain access to data, identities, tools, and enterprise resources. Join Microsoft experts for a candid discussion on understanding agent risk, investigating emerging threats, and strengthening protection across the AI ecosystem. Explore practical approaches to data protection, identity, runtime security, incident response, and governance while enabling secure AI innovation.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Kristina Hotz, Ankur Patel","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1789609116132001INJi-1791588211742001Co2z","langLocale":"en-US","sessionId":"1789609116132001INJi","sessionInstanceId":"1789609116132001INJi-1791588211742001Co2z","sessionTimeId":"1791588211742001Co2z","sessionCode":"TT2532","sessionCodeNormalized":"EN-US-TT2532","title":"Securing AI Agents: A candid conversation with the experts","sortTitle":"securing ai agents: a candid conversation with the experts","description":"AI agents are transforming how work gets done while introducing new security risks as they gain access to data, identities, tools, and enterprise resources. Join Microsoft experts for a candid discussion on understanding agent risk, investigating emerging threats, and strengthening protection across the AI ecosystem. Explore practical approaches to data protection, identity, runtime security, incident response, and governance while enabling secure AI innovation.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"22:25 - 23:10","startDateTime":"2026-11-18T22:25:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T23:10:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1789609116132001INJi_20261025103958151.png","speakerIds":["177730559163ignite27-1790372781838001jORR","177730559163ignite27-1790295082738001XQOT"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:33:08.025Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1789609116132001INJi_20261025103958151.png","ogTitle":"Securing AI Agents: A candid conversation with the experts","ogDescription":"AI agents are transforming how work gets done while introducing new security risks as they gain access to data, identities, tools, and enterprise resources. Join Microsoft experts for a candid discussion on understanding agent risk, investigating emerging threats, and strengthening protection across the AI ecosystem. Explore practical approaches to data protection, identity, runtime security, incident response, and governance while enabling secure AI innovation.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"},{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"},{"displayValue":"Partner Business","logicalValue":"Partner Business"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Security","logicalValue":"Security"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790295082738001XQOT","RegistrantKey":"177730559163ignite27-1790295082738001XQOT"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790372781838001jORR","RegistrantKey":"177730559163ignite27-1790372781838001jORR"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 12","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 12"},"tags":[{"displayValue":"AI","logicalValue":"AI"},{"displayValue":"Security","logicalValue":"Security"},{"displayValue":"Identity and network access","logicalValue":"Identity and network access"},{"displayValue":"Azure Container Apps","logicalValue":"Azure Container Apps"},{"displayValue":"Governance","logicalValue":"Governance"},{"displayValue":"Secure AI","logicalValue":"Secure AI"}]},{"@search.score":1.0,"documentId":"ed67d68f-eb1a-474f-a89f-eca1ff943b46","embeddingContent":"Securing data in the age of AIAI is transforming how organizations create, access, and share informationùbut it also introduces new security challenges. In this session, explore how to protect sensitive data in the age of AI using Microsoft security and data governance capabilities. Learn practical strategies for visibility, classification, DLP, and AI governance, and discover how to enable AI innovation without losing control of your data.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Júlio César Gonçalves Vasconcelos","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856919415001hG1p-1791588297724001CO7s","langLocale":"en-US","sessionId":"1787856919415001hG1p","sessionInstanceId":"1787856919415001hG1p-1791588297724001CO7s","sessionTimeId":"1791588297724001CO7s","sessionCode":"TT1788","sessionCodeNormalized":"EN-US-TT1788","title":"Securing data in the age of AI","sortTitle":"securing data in the age of ai","description":"AI is transforming how organizations create, access, and share informationùbut it also introduces new security challenges. In this session, explore how to protect sensitive data in the age of AI using Microsoft security and data governance capabilities. Learn practical strategies for visibility, classification, DLP, and AI governance, and discover how to enable AI innovation without losing control of your data.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"20:15 - 21:00","startDateTime":"2026-11-19T20:15:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T21:00:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856919415001hG1p_20261025103457622.png","speakerIds":["177730559163ignite27-1762914453890001zXsp"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:34:10.829Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856919415001hG1p_20261025103457622.png","ogTitle":"Securing data in the age of AI","ogDescription":"AI is transforming how organizations create, access, and share informationùbut it also introduces new security challenges. In this session, explore how to protect sensitive data in the age of AI using Microsoft security and data governance capabilities. Learn practical strategies for visibility, classification, DLP, and AI governance, and discover how to enable AI innovation without losing control of your data.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Carlotta Castelluccio, Leo Yao","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787854975434001t4pz-1791588138083001CTdU","langLocale":"en-US","sessionId":"1787854975434001t4pz","sessionInstanceId":"1787854975434001t4pz-1791588138083001CTdU","sessionTimeId":"1791588138083001CTdU","sessionCode":"TT1666","sessionCodeNormalized":"EN-US-TT1666","title":"The future of AI developer experiences: Toolkit, canvas and beyond","sortTitle":"the future of ai developer experiences: toolkit, canvas and beyond","description":"Developers have more ways than ever to build AI applications, but where should the experience go next? Join the Foundry product team to discuss Foundry Toolkit, Foundry Canvas and the future of agent development. Share feedback on onboarding, GitHub integration, local development, deployment workflows, extensibility and ecosystem needs while helping shape the next generation of AI engineering tools.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Brittney Saultman","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1790726784686001fHqh-1791898817231001Jfy8","langLocale":"en-US","sessionId":"1790726784686001fHqh","sessionInstanceId":"1790726784686001fHqh-1791898817231001Jfy8","sessionTimeId":"1791898817231001Jfy8","sessionCode":"TT1887","sessionCodeNormalized":"EN-US-TT1887","title":"The Incentive Playbook for Microsoft SDC Partners","sortTitle":"the incentive playbook for microsoft sdc partners","description":"Microsoft's FY27 Commerce Incentives offer some of the largest funding opportunities for SDC and services partners, but many organizations struggle with customer eligibility, Azure growth planning, incentive coordination, and claim management. In this session, The Partner Masters will simplify Microsoft's growth incentives and outline the steps SDC partners need to take to qualify and succeed.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"23:05 - 23:50","startDateTime":"2026-11-17T23:05:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-17T23:50:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1790726784686001fHqh_20261025104021890.png","speakerIds":["177730559163ignite27-1782436755455001B0sX"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:01.039Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1790726784686001fHqh_20261025104021890.png","ogTitle":"The Incentive Playbook for Microsoft SDC Partners","ogDescription":"Microsoft's FY27 Commerce Incentives offer some of the largest funding opportunities for SDC and services partners, but many organizations struggle with customer eligibility, Azure growth planning, incentive coordination, and claim management. In this session, The Partner Masters will simplify Microsoft's growth incentives and outline the steps SDC partners need to take to qualify and succeed.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Klaus Bierschenk","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856919906001hn3i-1791588298393001CoRB","langLocale":"en-US","sessionId":"1787856919906001hn3i","sessionInstanceId":"1787856919906001hn3i-1791588298393001CoRB","sessionTimeId":"1791588298393001CoRB","sessionCode":"TT1791","sessionCodeNormalized":"EN-US-TT1791","title":"Too Much Clutter in Entra? Three AI Approaches to Find It","sortTitle":"too much clutter in entra? three ai approaches to find it","description":"Entra tenants accumulate clutter over time: unused objects, outdated configurations, and forgotten settings that may become security risks. Can AI make housekeeping easier? In this interactive Table Talk, we discuss three approaches: Security Copilot, the Conditional Access Optimization Agent, and an MCP Server integration. Drawing on practical experiences, we explore where they help, where they fall short, and where human expertise is still needed. Bring your questions and share your own experiences with Entra housekeeping.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Security","logicalValue":"Security"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"MVP Speaker In-person","SpeakerId":"177730559163ignite27-1789615675349001q2mN","RegistrantKey":"177730559163ignite27-1789615675349001q2mN"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 10","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 10"},"tags":[{"displayValue":"MVP","logicalValue":"MVP"}]},{"@search.score":1.0,"documentId":"e3315875-feb8-461c-80a3-4e9e9d01d7cd","embeddingContent":"Top tuning tips to get the most out of MySQL on AzureTune demanding MySQL workloads without treating storage as a fixed bundle. A live demo shows how Premium SSD v2 for Azure Database for MySQL lets you adjust storage capacity, IOPS, and throughput independently, then validate the effect on a representative workload. Learn which performance signals should guide each setting.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Ramkumar Chandrasekaran","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1789610541321001tuYz-1791588211260001C6at","langLocale":"en-US","sessionId":"1789610541321001tuYz","sessionInstanceId":"1789610541321001tuYz-1791588211260001C6at","sessionTimeId":"1791588211260001C6at","sessionCode":"TT1868","sessionCodeNormalized":"EN-US-TT1868","title":"Top tuning tips to get the most out of MySQL on Azure","sortTitle":"top tuning tips to get the most out of mysql on azure","description":"Tune demanding MySQL workloads without treating storage as a fixed bundle. A live demo shows how Premium SSD v2 for Azure Database for MySQL lets you adjust storage capacity, IOPS, and throughput independently, then validate the effect on a representative workload. Learn which performance signals should guide each setting.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"22:25 - 23:10","startDateTime":"2026-11-18T22:25:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-18T23:10:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1789610541321001tuYz_20261025104002844.png","speakerIds":["177730559163ignite27-1792129998714001WmMS"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:33:08.023Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1789610541321001tuYz_20261025104002844.png","ogTitle":"Top tuning tips to get the most out of MySQL on Azure","ogDescription":"Tune demanding MySQL workloads without treating storage as a fixed bundle. A live demo shows how Premium SSD v2 for Azure Database for MySQL lets you adjust storage capacity, IOPS, and throughput independently, then validate the effect on a representative workload. Learn which performance signals should guide each setting.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Zack Vogt","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856907525001hEph-1791588082345001CLj5","langLocale":"en-US","sessionId":"1787856907525001hEph","sessionInstanceId":"1787856907525001hEph-1791588082345001CLj5","sessionTimeId":"1791588082345001CLj5","sessionCode":"TT1715","sessionCodeNormalized":"EN-US-TT1715","title":"Unlock Microsoft Marketplace growth with Partner Program offers","sortTitle":"unlock microsoft marketplace growth with partner program offers","description":"Join a practical discussion on how Microsoft's Partner Program offers can help channel partners and software companies build, publish, and scale through Microsoft Marketplace. We’ll cover how the offers simplify onboarding, clarify partner pathways, and help differentiate partners that are ready to drive Marketplace-led growth. Attendees will leave with a clearer view of where channel partners fit in the Marketplace journey and how to engage next.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"23:30 - 00:15","startDateTime":"2026-11-18T23:30:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T00:15:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856907525001hEph_20261025103431190.png","speakerIds":["177730559163ignite27-1790821887187001gTwg"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:03.438Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856907525001hEph_20261025103431190.png","ogTitle":"Unlock Microsoft Marketplace growth with Partner Program offers","ogDescription":"Join a practical discussion on how Microsoft's Partner Program offers can help channel partners and software companies build, publish, and scale through Microsoft Marketplace. We’ll cover how the offers simplify onboarding, clarify partner pathways, and help differentiate partners that are ready to drive Marketplace-led growth. Attendees will leave with a clearer view of where channel partners fit in the Marketplace journey and how to engage next.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Partner Business","logicalValue":"Partner Business"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"MAICPP","logicalValue":"MAICPP"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1790821887187001gTwg","RegistrantKey":"177730559163ignite27-1790821887187001gTwg"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 3","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 3"},"tags":[{"displayValue":"Marketplace","logicalValue":"Marketplace"}]},{"@search.score":1.0,"documentId":"b1353fca-0b76-4d14-b17e-8650e606c5a6","embeddingContent":"Vibe Coding for AccessibilityAI is changing who gets to build software. For people with disabilities, ideas that once sat in backlogs or feature requests can now become working solutions in hours. Learn how vibe coding is enabling people to create the accessibility tools they need, solve everyday barriers, and drive innovation at multiple scales. From personal productivity to team solutions to product improvements that impact millions, accessibility is shifting from “someone should build that” to “I already did.”
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"},{"displayValue":"Partner Business","logicalValue":"Partner Business"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Frontier Transformation","logicalValue":"Frontier Transformation"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1779725400157001rcgw","RegistrantKey":"177730559163ignite27-1779725400157001rcgw"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 1","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 1"},"tags":[{"displayValue":"Community","logicalValue":"Community"}]},{"@search.score":1.0,"documentId":"5e2157cf-1634-4a91-b11f-c9e3ca7a9766","embeddingContent":"Which IQ, when? Match the right context to your agentYour agent needs context, but which IQ should provide it? In this interactive table talk, we’ll work through audience scenarios and decide when to use Work IQ, Fabric IQ, Foundry IQ, or Web IQ. Compare workplace signals, governed business data, enterprise knowledge, and real-time web context; discuss overlaps and trade-offs; and identify when multiple IQs should work together. Leave with a reusable decision guide for agent design.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Ayca Bas, Pamela Fox","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1789608741538001tiDB-1791588140881001CzQw","langLocale":"en-US","sessionId":"1789608741538001tiDB","sessionInstanceId":"1789608741538001tiDB-1791588140881001CzQw","sessionTimeId":"1791588140881001CzQw","sessionCode":"TT2517","sessionCodeNormalized":"EN-US-TT2517","title":"Which IQ, when? Match the right context to your agent","sortTitle":"which iq, when? match the right context to your agent","description":"Your agent needs context, but which IQ should provide it? In this interactive table talk, we’ll work through audience scenarios and decide when to use Work IQ, Fabric IQ, Foundry IQ, or Web IQ. Compare workplace signals, governed business data, enterprise knowledge, and real-time web context; discuss overlaps and trade-offs; and identify when multiple IQs should work together. Leave with a reusable decision guide for agent design.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Microsoft IQ","logicalValue":"Microsoft IQ"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1762250455017001UQP1","RegistrantKey":"177730559163ignite27-1762250455017001UQP1"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1756137289765001yN8u","RegistrantKey":"177730559163ignite27-1756137289765001yN8u"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 11","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 11"},"tags":[]},{"@search.score":1.0,"documentId":"5dbd18f0-7b9b-4537-bc4d-4ce1ff0e6074","embeddingContent":"Which leadership choice would you make differently?AI transformation is shaped by a series of leadership choices: where to invest, what to prioritize, how to measure progress, and when to change course. Drawing on IDC research and cross-industry insights, this facilitated discussion invites executive peers to examine the decisions associated with greater or lesser AI value. Compare experiences, challenge assumptions, and consider which leadership choices you might make differently as AI moves from experimentation to enterprise scale.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Shari Lava","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856912563001hIS0-1791588138772001CnlW","langLocale":"en-US","sessionId":"1787856912563001hIS0","sessionInstanceId":"1787856912563001hIS0-1791588138772001CnlW","sessionTimeId":"1791588138772001CnlW","sessionCode":"TT1746","sessionCodeNormalized":"EN-US-TT1746","title":"Which leadership choice would you make differently?","sortTitle":"which leadership choice would you make differently?","description":"AI transformation is shaped by a series of leadership choices: where to invest, what to prioritize, how to measure progress, and when to change course. Drawing on IDC research and cross-industry insights, this facilitated discussion invites executive peers to examine the decisions associated with greater or lesser AI value. Compare experiences, challenge assumptions, and consider which leadership choices you might make differently as AI moves from experimentation to enterprise scale.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Frontier Transformation","logicalValue":"Frontier Transformation"}],"industry":[],"sessionLevel":[{"displayValue":"(100) Foundational","logicalValue":"(100) Foundational"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1792447802185001Tznd","RegistrantKey":"177730559163ignite27-1792447802185001Tznd"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 1","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 1"},"tags":[{"displayValue":"AI","logicalValue":"AI"},{"displayValue":"AI Transformation","logicalValue":"AI Transformation"}]},{"@search.score":1.0,"documentId":"d5eef790-7519-4a3f-abdc-40c9b4af9cf5","embeddingContent":"Who Let the Agents Out? Taming Shadow AI and Agent SprawlYour organization already has agents you don't know about | coding agents, desktop AI apps, local MCP servers. In this demo-heavy session, see how Microsoft Agent 365's Agent Registry, powered by Defender, Entra, and Intune, discovers 20+ types of managed and unmanaged local agents and brings them under control | assign Entra Agent ID identities, apply Conditional Access & Intune runtime policies, and hunt agent activity with Defender. Leave with a discovery-to-governance playbook for your estate.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"David Okeyode","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856920074001h8h7-1791588298613001Cbh2","langLocale":"en-US","sessionId":"1787856920074001h8h7","sessionInstanceId":"1787856920074001h8h7-1791588298613001Cbh2","sessionTimeId":"1791588298613001Cbh2","sessionCode":"TT1792","sessionCodeNormalized":"EN-US-TT1792","title":"Who Let the Agents Out? Taming Shadow AI and Agent Sprawl","sortTitle":"who let the agents out? taming shadow ai and agent sprawl","description":"Your organization already has agents you don't know about | coding agents, desktop AI apps, local MCP servers. In this demo-heavy session, see how Microsoft Agent 365's Agent Registry, powered by Defender, Entra, and Intune, discovers 20+ types of managed and unmanaged local agents and brings them under control | assign Entra Agent ID identities, apply Conditional Access & Intune runtime policies, and hunt agent activity with Defender. Leave with a discovery-to-governance playbook for your estate.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"20:15 - 21:00","startDateTime":"2026-11-19T20:15:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-19T21:00:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856920074001h8h7_20261025103459125.png","speakerIds":["177730559163ignite27-1769864099959001hxn4"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:34:10.83Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856920074001h8h7_20261025103459125.png","ogTitle":"Who Let the Agents Out? Taming Shadow AI and Agent Sprawl","ogDescription":"Your organization already has agents you don't know about | coding agents, desktop AI apps, local MCP servers. In this demo-heavy session, see how Microsoft Agent 365's Agent Registry, powered by Defender, Entra, and Intune, discovers 20+ types of managed and unmanaged local agents and brings them under control | assign Entra Agent ID identities, apply Conditional Access & Intune runtime policies, and hunt agent activity with Defender. Leave with a discovery-to-governance playbook for your estate.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Security","logicalValue":"Security"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"MVP Speaker In-person","SpeakerId":"177730559163ignite27-1769864099959001hxn4","RegistrantKey":"177730559163ignite27-1769864099959001hxn4"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 11","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 11"},"tags":[{"displayValue":"MVP","logicalValue":"MVP"}]},{"@search.score":1.0,"documentId":"84f3f14b-1579-4947-b71e-2a04f5838c6b","embeddingContent":"Who owns an AI agent? Governance lessons from early adoptersExplore ownership models, approval processes, accountability frameworks, and operational practices emerging across enterprise AI deployments.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Ken Archer, Mehrnoosh Sameki","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787854975233001tA8G-1791588091159001CyI8","langLocale":"en-US","sessionId":"1787854975233001tA8G","sessionInstanceId":"1787854975233001tA8G-1791588091159001CyI8","sessionTimeId":"1791588091159001CyI8","sessionCode":"TT1664","sessionCodeNormalized":"EN-US-TT1664","title":"Who owns an AI agent? Governance lessons from early adopters","sortTitle":"who owns an ai agent? governance lessons from early adopters","description":"Explore ownership models, approval processes, accountability frameworks, and operational practices emerging across enterprise AI deployments.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"23:05 - 23:50","startDateTime":"2026-11-17T23:05:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-17T23:50:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787854975233001tA8G_20261025103622087.png","speakerIds":["177730559163ignite27-1774285001992001p7Np","177730559163ignite27-1775085874620001ADSc"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:03.585Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787854975233001tA8G_20261025103622087.png","ogTitle":"Who owns an AI agent? Governance lessons from early adopters","ogDescription":"Explore ownership models, approval processes, accountability frameworks, and operational practices emerging across enterprise AI deployments.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1774285001992001p7Np","RegistrantKey":"177730559163ignite27-1774285001992001p7Np"},{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1775085874620001ADSc","RegistrantKey":"177730559163ignite27-1775085874620001ADSc"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 10","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 10"},"tags":[]},{"@search.score":1.0,"documentId":"7ddbfe77-4b11-4698-9834-356aa2d2c30a","embeddingContent":"Who owns the outcome after the AI goes live?What does it take to organize around AI-enabled business outcomes rather than individual deployments? Join executive peers to discuss outcome ownership, embedded collaboration, investment models, KPI alignment, and the organizational changes that can help sustain value after an AI solution enters production.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Pam Maynard","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856912400001hhtP-1791588082586001Cyah","langLocale":"en-US","sessionId":"1787856912400001hhtP","sessionInstanceId":"1787856912400001hhtP-1791588082586001Cyah","sessionTimeId":"1791588082586001Cyah","sessionCode":"TT1745","sessionCodeNormalized":"EN-US-TT1745","title":"Who owns the outcome after the AI goes live?","sortTitle":"who owns the outcome after the ai goes live?","description":"What does it take to organize around AI-enabled business outcomes rather than individual deployments? Join executive peers to discuss outcome ownership, embedded collaboration, investment models, KPI alignment, and the organizational changes that can help sustain value after an AI solution enters production.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":9,"TimeSlot":"22:00 - 22:45","startDateTime":"2026-11-17T22:00:00Z","startDateTimeNullGroup":1,"endDateTime":"2026-11-17T22:45:00Z","durationInMinutes":45,"isMandatory":false,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856912400001hhtP_20261025103442078.png","speakerIds":["177730559163ignite27-1773773857697001KPH1"],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:32:03.581Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1787856912400001hhtP_20261025103442078.png","ogTitle":"Who owns the outcome after the AI goes live?","ogDescription":"What does it take to organize around AI-enabled business outcomes rather than individual deployments? Join executive peers to discuss outcome ownership, embedded collaboration, investment models, KPI alignment, and the organizational changes that can help sustain value after an AI solution enters production.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"}],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Frontier Transformation","logicalValue":"Frontier Transformation"}],"industry":[],"sessionLevel":[{"displayValue":"(100) Foundational","logicalValue":"(100) Foundational"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Executive (CVP+) In-person","SpeakerId":"177730559163ignite27-1773773857697001KPH1","RegistrantKey":"177730559163ignite27-1773773857697001KPH1"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 4","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 4"},"tags":[{"displayValue":"AI","logicalValue":"AI"},{"displayValue":"AI Transformation","logicalValue":"AI Transformation"}]},{"@search.score":1.0,"documentId":"ffcf2a08-8021-4875-b56d-a546ae651f96","embeddingContent":"Why Most AI Automation Stalls and How to Move Beyond PilotsMany organizations successfully deploy AI pilots but struggle to achieve enterprise-wide adoption and measurable outcomes. Join peers to discuss the barriers that prevent AI initiatives from scaling, including workflow integration, governance, change management, and continuous improvement. Learn how teams are moving from isolated experiments to sustainable operational transformation.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Chirag Patel","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787856914223001h63W-1791588185148001CfUC","langLocale":"en-US","sessionId":"1787856914223001h63W","sessionInstanceId":"1787856914223001h63W-1791588185148001CfUC","sessionTimeId":"1791588185148001CfUC","sessionCode":"TT1756","sessionCodeNormalized":"EN-US-TT1756","title":"Why Most AI Automation Stalls and How to Move Beyond Pilots","sortTitle":"why most ai automation stalls and how to move beyond pilots","description":"Many organizations successfully deploy AI pilots but struggle to achieve enterprise-wide adoption and measurable outcomes. Join peers to discuss the barriers that prevent AI initiatives from scaling, including workflow integration, governance, change management, and continuous improvement. Learn how teams are moving from isolated experiments to sustainable operational transformation.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Christine Bongard","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1791403281068001K1DW-1791898767034001Jy3b","langLocale":"en-US","sessionId":"1791403281068001K1DW","sessionInstanceId":"1791403281068001K1DW-1791898767034001Jy3b","sessionTimeId":"1791898767034001Jy3b","sessionCode":"TT1890","sessionCodeNormalized":"EN-US-TT1890","title":"You Bought Copilot. Now What? Turning AI Licenses into AI Habits","sortTitle":"you bought copilot. now what? turning ai licenses into ai habits","description":"Organizations can deploy Copilot, but deployment alone doesn't create adoption. The opportunity is helping employees discover where Copilot can make their work easier, see meaningful early wins, and learn from one another. In this interactive table talk, we'll explore what organizations are seeing as they move from Copilot seats to Copilot usage. Participants will share what's working, where adoption is getting stuck, and practical ways to build stronger AI habits across their organizations.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","seatingExperience":"Reservable seating","deliveryTypes":[{"displayValue":"In-person","logicalValue":"In-person"}],"audienceTypes":[],"sessionType":{"displayValue":"Table Talk","logicalValue":"Table Talk"},"topic":[{"displayValue":"Copilot","logicalValue":"Copilot"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[{"SpeakerType":"Speaker In-person","SpeakerId":"177730559163ignite27-1765904356861001vpda","RegistrantKey":"177730559163ignite27-1765904356861001vpda"}],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 1","logicalValue":"Moscone South | Upper Mezzanine, Esplanade Ballroom, Table 1"},"tags":[{"displayValue":"Community","logicalValue":"Community"}]},{"@search.score":1.0,"documentId":"6505a167-1feb-4c19-8a17-cf2df7836fe8","embeddingContent":"You Just Inherited the Microsoft NumberFor the person recently handed the Microsoft number and a target with no system behind it. The group works through what to establish in the first ninety days: whether the company is actually in co-sell or only registered, which deals Microsoft can see and which are invisible, what funding the current designations do and do not unlock, and what is already claimable and quietly expiring. Participants bring their own situation, and the group works on it.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Rob Fegan","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1790726802107001gE97-1791898823161001zs2m","langLocale":"en-US","sessionId":"1790726802107001gE97","sessionInstanceId":"1790726802107001gE97-1791898823161001zs2m","sessionTimeId":"1791898823161001zs2m","sessionCode":"TT1885","sessionCodeNormalized":"EN-US-TT1885","title":"You Just Inherited the Microsoft Number","sortTitle":"you just inherited the microsoft number","description":"For the person recently handed the Microsoft number and a target with no system behind it. The group works through what to establish in the first ninety days: whether the company is actually in co-sell or only registered, which deals Microsoft can see and which are invisible, what funding the current designations do and do not unlock, and what is already claimable and quietly expiring. Participants bring their own situation, and the group works on it.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"Mukuta Das, Lacey Rosedale Rosedale","canUserModifySchedule":true,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1787854974050001tRsC-1791588137851001C9T0","langLocale":"en-US","sessionId":"1787854974050001tRsC","sessionInstanceId":"1787854974050001tRsC-1791588137851001C9T0","sessionTimeId":"1791588137851001C9T0","sessionCode":"TT1653","sessionCodeNormalized":"EN-US-TT1653","title":"Your Agent Needs a Job","sortTitle":"your agent needs a job","description":"What work should AI actually do in your organization? Join this interactive discussion on identifying high-impact agent opportunities that solve real business problems. We’ll map workflows across communications, knowledge management, engagement, adoption, and support; explore how agents reduce friction and connect knowledge to workflows; and discuss measuring value beyond usage metrics with lessons from early AI and agent deployments.
\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nSeating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.
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\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","seatingExperience":"","deliveryTypes":[{"displayValue":"Online","logicalValue":"Online"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Digital Lab","logicalValue":"Digital Lab"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"","logicalValue":""},"tags":[]},{"@search.score":1.0,"documentId":"e4c145eb-ee29-41e0-b86e-0008881e6e1f","embeddingContent":"Digital Lab: Build AI Agents in Teams: 1P, 3P, and Agentic Workflows Hands-OnAgents are only useful when they can act. Join the Teams Platform team to build one hands-on: scaffold an agent with the Teams SDK, ground it in your data, and give it real reach with Channel Agent + MCP tools. Then go no-code — create an agent-powered workflow in natural language and see how 1P agents like Researcher and Analyst, plus third-party low-code agents, land in Teams. Leave with working code and patterns you can ship. No prior Teams development experience required.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","seatingExperience":"","deliveryTypes":[{"displayValue":"Online","logicalValue":"Online"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Digital Lab","logicalValue":"Digital Lab"},"topic":[{"displayValue":"Copilot","logicalValue":"Copilot"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"","logicalValue":""},"tags":[{"displayValue":"Agents","logicalValue":"Agents"},{"displayValue":"Azure Copilot","logicalValue":"Azure Copilot"},{"displayValue":"Microsoft 365","logicalValue":"Microsoft 365"}]},{"@search.score":1.0,"documentId":"d4579207-df77-400b-8502-d2474b3d1430","embeddingContent":"Digital Lab: Build an AI-Ready Secure Foundation with Zero TrustAI is transforming how people work, but secure adoption starts with a strong foundation. In this hands-on lab, assess your security posture and apply Zero Trust principles across identities, devices, threats, and data. Gain practical experience strengthening access controls, reducing risk, protecting sensitive information, and responding to threats. Leave with the skills to build an AI-ready security foundation that enables confident AI adoption.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","seatingExperience":"","deliveryTypes":[{"displayValue":"Online","logicalValue":"Online"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"},{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"},{"displayValue":"Partner Business","logicalValue":"Partner Business"}],"sessionType":{"displayValue":"Digital Lab","logicalValue":"Digital Lab"},"topic":[{"displayValue":"Windows","logicalValue":"Windows"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"","logicalValue":""},"tags":[{"displayValue":"Security","logicalValue":"Security"},{"displayValue":"Identity and network access","logicalValue":"Identity and network access"},{"displayValue":"Multicloud security","logicalValue":"Multicloud security"},{"displayValue":"Management controls","logicalValue":"Management controls"},{"displayValue":"Azure Container Apps","logicalValue":"Azure Container Apps"},{"displayValue":"Zero Trust","logicalValue":"Zero Trust"},{"displayValue":"Microsoft Intune","logicalValue":"Microsoft Intune"},{"displayValue":"Governance","logicalValue":"Governance"},{"displayValue":"Community","logicalValue":"Community"},{"displayValue":"Intune","logicalValue":"Intune"},{"displayValue":"Cloud Endpoints","logicalValue":"Cloud Endpoints"}]},{"@search.score":1.0,"documentId":"d89ee274-2f56-46f4-a302-fcd55da9db49","embeddingContent":"Digital Lab: Build healthcare agents with foundation and reasoning modelsLearn how to combine healthcare foundation models in Microsoft Foundry with Microsoft AI reasoning models to build intelligent healthcare agents that can analyze, orchestrate, and act on multimodal healthcare data. Explore how they can synthesize information across systems, coordinate workflows, and support clinical, operational, and research scenarios. Discover how agents can deliver context-aware insights that can help healthcare professionals make more informed decisions.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"","canUserModifySchedule":false,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1792446101107001VOtC-AAAAAAAAAAAAAAAAAAAA","langLocale":"en-US","sessionId":"1792446101107001VOtC","sessionInstanceId":"1792446101107001VOtC-AAAAAAAAAAAAAAAAAAAA","sessionTimeId":"AAAAAAAAAAAAAAAAAAAA","sessionCode":"LAB730D","sessionCodeNormalized":"EN-US-LAB730D","title":"Digital Lab: Build healthcare agents with foundation and reasoning models","sortTitle":"digital lab: build healthcare agents with foundation and reasoning models","description":"Learn how to combine healthcare foundation models in Microsoft Foundry with Microsoft AI reasoning models to build intelligent healthcare agents that can analyze, orchestrate, and act on multimodal healthcare data. Explore how they can synthesize information across systems, coordinate workflows, and support clinical, operational, and research scenarios. Discover how agents can deliver context-aware insights that can help healthcare professionals make more informed decisions.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":12,"TimeSlot":"","startDateTime":null,"startDateTimeNullGroup":0,"endDateTime":null,"durationInMinutes":0,"isMandatory":true,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1792446101107001VOtC_20261025104053774.png","speakerIds":[],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:36:01.111Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1792446101107001VOtC_20261025104053774.png","ogTitle":"Digital Lab: Build healthcare agents with foundation and reasoning models","ogDescription":"Learn how to combine healthcare foundation models in Microsoft Foundry with Microsoft AI reasoning models to build intelligent healthcare agents that can analyze, orchestrate, and act on multimodal healthcare data. Explore how they can synthesize information across systems, coordinate workflows, and support clinical, operational, and research scenarios. Discover how agents can deliver context-aware insights that can help healthcare professionals make more informed decisions.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","seatingExperience":"","deliveryTypes":[{"displayValue":"Online","logicalValue":"Online"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Digital Lab","logicalValue":"Digital Lab"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[{"displayValue":"Healthcare and Lifesciences","logicalValue":"Healthcare and Lifesciences"}],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"","logicalValue":""},"tags":[{"displayValue":"AI","logicalValue":"AI"},{"displayValue":"Microsoft Foundry","logicalValue":"Microsoft Foundry"},{"displayValue":"Azure Copilot","logicalValue":"Azure Copilot"}]},{"@search.score":1.0,"documentId":"04bff8f3-2d09-4f5e-8f7e-70a179d8e8af","embeddingContent":"Digital Lab: Build smarter AI systems with model router and agent optimizerAs organizations scale AI, choosing a single model for every workload can lead to unnecessary costs and missed opportunities. In this lab, explore how model router in Foundry Models and agent optimizer can\u00A0helps organizations balance quality, performance, and cost across diverse use cases. We will break down popular design patterns that developers can use to optimize and scale agentic applications.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"","canUserModifySchedule":false,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1792435742569001ucrY-AAAAAAAAAAAAAAAAAAAA","langLocale":"en-US","sessionId":"1792435742569001ucrY","sessionInstanceId":"1792435742569001ucrY-AAAAAAAAAAAAAAAAAAAA","sessionTimeId":"AAAAAAAAAAAAAAAAAAAA","sessionCode":"LAB663D","sessionCodeNormalized":"EN-US-LAB663D","title":"Digital Lab: Build smarter AI systems with model router and agent optimizer","sortTitle":"digital lab: build smarter ai systems with model router and agent optimizer","description":"As organizations scale AI, choosing a single model for every workload can lead to unnecessary costs and missed opportunities. In this lab, explore how model router in Foundry Models and agent optimizer can\u00A0helps organizations balance quality, performance, and cost across diverse use cases. We will break down popular design patterns that developers can use to optimize and scale agentic applications.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":12,"TimeSlot":"","startDateTime":null,"startDateTimeNullGroup":0,"endDateTime":null,"durationInMinutes":0,"isMandatory":true,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1792435742569001ucrY_20261025104046958.png","speakerIds":[],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:57.59Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1792435742569001ucrY_20261025104046958.png","ogTitle":"Digital Lab: Build smarter AI systems with model router and agent optimizer","ogDescription":"As organizations scale AI, choosing a single model for every workload can lead to unnecessary costs and missed opportunities. In this lab, explore how model router in Foundry Models and agent optimizer can\u00A0helps organizations balance quality, performance, and cost across diverse use cases. We will break down popular design patterns that developers can use to optimize and scale agentic applications.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","seatingExperience":"","deliveryTypes":[{"displayValue":"Online","logicalValue":"Online"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Digital Lab","logicalValue":"Digital Lab"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"","logicalValue":""},"tags":[]},{"@search.score":1.0,"documentId":"545ef0af-cf98-4649-bb72-79dd1bda964b","embeddingContent":"Digital Lab: Build your first Microsoft IQ playbookGet hands-on with Microsoft IQ and build an intelligence playbook that agents can use across your organization. Learn how to organize, govern, and publish business context from data, workflows, and knowledge sources. Explore how shared intelligence improves agent reasoning and discover how Microsoft IQ enables trusted context to be reused across Copilot, Agent 365, and custom AI applications.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"","canUserModifySchedule":false,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1792437035182001DB01-AAAAAAAAAAAAAAAAAAAA","langLocale":"en-US","sessionId":"1792437035182001DB01","sessionInstanceId":"1792437035182001DB01-AAAAAAAAAAAAAAAAAAAA","sessionTimeId":"AAAAAAAAAAAAAAAAAAAA","sessionCode":"LAB670D","sessionCodeNormalized":"EN-US-LAB670D","title":"Digital Lab: Build your first Microsoft IQ playbook","sortTitle":"digital lab: build your first microsoft iq playbook","description":"Get hands-on with Microsoft IQ and build an intelligence playbook that agents can use across your organization. Learn how to organize, govern, and publish business context from data, workflows, and knowledge sources. Explore how shared intelligence improves agent reasoning and discover how Microsoft IQ enables trusted context to be reused across Copilot, Agent 365, and custom AI applications.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","seatingExperience":"","deliveryTypes":[{"displayValue":"Online","logicalValue":"Online"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Digital Lab","logicalValue":"Digital Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"","logicalValue":""},"tags":[]},{"@search.score":1.0,"documentId":"274fe6a7-34fb-4bb4-80df-47f3fa817d19","embeddingContent":"Digital Lab: Building reliable AI apps and agents with Azure SQL DatabaseLearn how to build production-ready AI applications and agents powered by Azure SQL. In this hands-on lab, you'll prepare Azure SQL Database as a resilient RAG data source, implement hybrid search that combines vector and keyword retrieval, and integrate your retrieval layer with applications and AI agents. Leave with practical patterns you can apply immediately to build reliable, scalable AI solutions.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"","canUserModifySchedule":false,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1792443183103001br8H-AAAAAAAAAAAAAAAAAAAA","langLocale":"en-US","sessionId":"1792443183103001br8H","sessionInstanceId":"1792443183103001br8H-AAAAAAAAAAAAAAAAAAAA","sessionTimeId":"AAAAAAAAAAAAAAAAAAAA","sessionCode":"LAB693D","sessionCodeNormalized":"EN-US-LAB693D","title":"Digital Lab: Building reliable AI apps and agents with Azure SQL Database","sortTitle":"digital lab: building reliable ai apps and agents with azure sql database","description":"Learn how to build production-ready AI applications and agents powered by Azure SQL. In this hands-on lab, you'll prepare Azure SQL Database as a resilient RAG data source, implement hybrid search that combines vector and keyword retrieval, and integrate your retrieval layer with applications and AI agents. Leave with practical patterns you can apply immediately to build reliable, scalable AI solutions.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":12,"TimeSlot":"","startDateTime":null,"startDateTimeNullGroup":0,"endDateTime":null,"durationInMinutes":0,"isMandatory":true,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"","speakerIds":[],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:36:01.109Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"","ogTitle":"Digital Lab: Building reliable AI apps and agents with Azure SQL Database","ogDescription":"Learn how to build production-ready AI applications and agents powered by Azure SQL. In this hands-on lab, you'll prepare Azure SQL Database as a resilient RAG data source, implement hybrid search that combines vector and keyword retrieval, and integrate your retrieval layer with applications and AI agents. Leave with practical patterns you can apply immediately to build reliable, scalable AI solutions.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","seatingExperience":"","deliveryTypes":[{"displayValue":"Online","logicalValue":"Online"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Digital Lab","logicalValue":"Digital Lab"},"topic":[{"displayValue":"Data","logicalValue":"Data"}],"industry":[],"sessionLevel":[{"displayValue":"(400) Expert","logicalValue":"(400) Expert"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"","logicalValue":""},"tags":[]},{"@search.score":1.0,"documentId":"b6278993-25eb-411d-af49-e8b08959e1f5","embeddingContent":"Digital Lab: Can't secure what you can't see. Find every AI agent in your orgAI agents multiply fast, often with no human in the loop. Identity admins, roll up your sleeves: find agents on Microsoft and third-party platforms, assign accountability, right-size access, and protect them with Entra Agent ID and Agent 365.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"","canUserModifySchedule":false,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1792440294673001D3AA-AAAAAAAAAAAAAAAAAAAA","langLocale":"en-US","sessionId":"1792440294673001D3AA","sessionInstanceId":"1792440294673001D3AA-AAAAAAAAAAAAAAAAAAAA","sessionTimeId":"AAAAAAAAAAAAAAAAAAAA","sessionCode":"LAB682D","sessionCodeNormalized":"EN-US-LAB682D","title":"Digital Lab: Can't secure what you can't see. Find every AI agent in your org","sortTitle":"digital lab: can't secure what you can't see. find every ai agent in your org","description":"AI agents multiply fast, often with no human in the loop. Identity admins, roll up your sleeves: find agents on Microsoft and third-party platforms, assign accountability, right-size access, and protect them with Entra Agent ID and Agent 365.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":12,"TimeSlot":"","startDateTime":null,"startDateTimeNullGroup":0,"endDateTime":null,"durationInMinutes":0,"isMandatory":true,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1792440294673001D3AA_20261025104049459.png","speakerIds":[],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:36:01.108Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1792440294673001D3AA_20261025104049459.png","ogTitle":"Digital Lab: Can't secure what you can't see. Find every AI agent in your org","ogDescription":"AI agents multiply fast, often with no human in the loop. Identity admins, roll up your sleeves: find agents on Microsoft and third-party platforms, assign accountability, right-size access, and protect them with Entra Agent ID and Agent 365.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","seatingExperience":"","deliveryTypes":[{"displayValue":"Online","logicalValue":"Online"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"},{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"},{"displayValue":"Partner Business","logicalValue":"Partner Business"}],"sessionType":{"displayValue":"Digital Lab","logicalValue":"Digital Lab"},"topic":[{"displayValue":"Security","logicalValue":"Security"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"","logicalValue":""},"tags":[{"displayValue":"Security","logicalValue":"Security"},{"displayValue":"Identity and network access","logicalValue":"Identity and network access"},{"displayValue":"AI controls","logicalValue":"AI controls"},{"displayValue":"AI Security","logicalValue":"AI Security"},{"displayValue":"Agents","logicalValue":"Agents"},{"displayValue":"Microsoft Entra","logicalValue":"Microsoft Entra"},{"displayValue":"Governance","logicalValue":"Governance"},{"displayValue":"Azure HorizonDB","logicalValue":"Azure HorizonDB"},{"displayValue":"Microsoft Agent 365","logicalValue":"Microsoft Agent 365"}]},{"@search.score":1.0,"documentId":"18b0ee3c-162c-49e5-a88c-74df7e73083a","embeddingContent":"Digital Lab: Configuring, monitoring, and managing AI spend with Agent 365Get hands-on with AI spend management in Agent 365 and learn how to confidently deploy and scale AI across your organisation. After this 75-minute lab, you will understand how to configure the policies that control model and agent availability and spending limits as well as how to monitor spending and course correct by understanding delivered value.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"","canUserModifySchedule":false,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1792434428400001uwVf-AAAAAAAAAAAAAAAAAAAA","langLocale":"en-US","sessionId":"1792434428400001uwVf","sessionInstanceId":"1792434428400001uwVf-AAAAAAAAAAAAAAAAAAAA","sessionTimeId":"AAAAAAAAAAAAAAAAAAAA","sessionCode":"LAB660D","sessionCodeNormalized":"EN-US-LAB660D","title":"Digital Lab: Configuring, monitoring, and managing AI spend with Agent 365","sortTitle":"digital lab: configuring, monitoring, and managing ai spend with agent 365","description":"Get hands-on with AI spend management in Agent 365 and learn how to confidently deploy and scale AI across your organisation. After this 75-minute lab, you will understand how to configure the policies that control model and agent availability and spending limits as well as how to monitor spending and course correct by understanding delivered value.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":12,"TimeSlot":"","startDateTime":null,"startDateTimeNullGroup":0,"endDateTime":null,"durationInMinutes":0,"isMandatory":true,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1792434428400001uwVf_20261025104045879.png","speakerIds":[],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:57.59Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1792434428400001uwVf_20261025104045879.png","ogTitle":"Digital Lab: Configuring, monitoring, and managing AI spend with Agent 365","ogDescription":"Get hands-on with AI spend management in Agent 365 and learn how to confidently deploy and scale AI across your organisation. After this 75-minute lab, you will understand how to configure the policies that control model and agent availability and spending limits as well as how to monitor spending and course correct by understanding delivered value.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","seatingExperience":"","deliveryTypes":[{"displayValue":"Online","logicalValue":"Online"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Digital Lab","logicalValue":"Digital Lab"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"","logicalValue":""},"tags":[]},{"@search.score":1.0,"documentId":"2931a0e1-9a8d-4e18-9cb4-5bdb52b70238","embeddingContent":"Digital Lab: Connect Business Data to Copilot with Custom ConnectorsLearn how to create a custom connector and make enterprise data and actions available across Microsoft AI experiences. In this hands-on lab, you'll build a connector, configure authentication, define actions, and publish it for use in Copilot. Walk away with the skills needed to connect proprietary systems and extend AI experiences across your organization.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"","canUserModifySchedule":false,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1792433858950001wa8X-AAAAAAAAAAAAAAAAAAAA","langLocale":"en-US","sessionId":"1792433858950001wa8X","sessionInstanceId":"1792433858950001wa8X-AAAAAAAAAAAAAAAAAAAA","sessionTimeId":"AAAAAAAAAAAAAAAAAAAA","sessionCode":"LAB654D","sessionCodeNormalized":"EN-US-LAB654D","title":"Digital Lab: Connect Business Data to Copilot with Custom Connectors","sortTitle":"digital lab: connect business data to copilot with custom connectors","description":"Learn how to create a custom connector and make enterprise data and actions available across Microsoft AI experiences. In this hands-on lab, you'll build a connector, configure authentication, define actions, and publish it for use in Copilot. Walk away with the skills needed to connect proprietary systems and extend AI experiences across your organization.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":12,"TimeSlot":"","startDateTime":null,"startDateTimeNullGroup":0,"endDateTime":null,"durationInMinutes":0,"isMandatory":true,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1792433858950001wa8X_20261025104044943.png","speakerIds":[],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:35:57.589Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1792433858950001wa8X_20261025104044943.png","ogTitle":"Digital Lab: Connect Business Data to Copilot with Custom Connectors","ogDescription":"Learn how to create a custom connector and make enterprise data and actions available across Microsoft AI experiences. In this hands-on lab, you'll build a connector, configure authentication, define actions, and publish it for use in Copilot. Walk away with the skills needed to connect proprietary systems and extend AI experiences across your organization.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","seatingExperience":"","deliveryTypes":[{"displayValue":"Online","logicalValue":"Online"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Digital Lab","logicalValue":"Digital Lab"},"topic":[{"displayValue":"Copilot","logicalValue":"Copilot"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"","logicalValue":""},"tags":[{"displayValue":"Agents","logicalValue":"Agents"},{"displayValue":"Azure Container Apps","logicalValue":"Azure Container Apps"},{"displayValue":"Microsoft Copilot","logicalValue":"Microsoft Copilot"}]},{"@search.score":1.0,"documentId":"1fa23146-1550-4866-9dcb-9be49b4a8c78","embeddingContent":"Digital Lab: CXO Workshop: Build executive focus with a Chief of Staff agentYou're buried in email, chats, and meetings while priorities keep shifting. In this workshop, you'll build a Chief of Staff agent that transforms your Microsoft 365 Copilot prompts into a consistent leadership persona, helping you streamline meeting prep, accelerate drafting, and make better day-to-day decisions.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"","canUserModifySchedule":false,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1792446274702001uf93-AAAAAAAAAAAAAAAAAAAA","langLocale":"en-US","sessionId":"1792446274702001uf93","sessionInstanceId":"1792446274702001uf93-AAAAAAAAAAAAAAAAAAAA","sessionTimeId":"AAAAAAAAAAAAAAAAAAAA","sessionCode":"LAB740D","sessionCodeNormalized":"EN-US-LAB740D","title":"Digital Lab: CXO Workshop: Build executive focus with a Chief of Staff agent","sortTitle":"digital lab: cxo workshop: build executive focus with a chief of staff agent","description":"You're buried in email, chats, and meetings while priorities keep shifting. In this workshop, you'll build a Chief of Staff agent that transforms your Microsoft 365 Copilot prompts into a consistent leadership persona, helping you streamline meeting prep, accelerate drafting, and make better day-to-day decisions.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":12,"TimeSlot":"","startDateTime":null,"startDateTimeNullGroup":0,"endDateTime":null,"durationInMinutes":0,"isMandatory":true,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"","speakerIds":[],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:36:01.112Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"","ogTitle":"Digital Lab: CXO Workshop: Build executive focus with a Chief of Staff agent","ogDescription":"You're buried in email, chats, and meetings while priorities keep shifting. In this workshop, you'll build a Chief of Staff agent that transforms your Microsoft 365 Copilot prompts into a consistent leadership persona, helping you streamline meeting prep, accelerate drafting, and make better day-to-day decisions.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","seatingExperience":"","deliveryTypes":[{"displayValue":"Online","logicalValue":"Online"}],"audienceTypes":[],"sessionType":{"displayValue":"Digital Lab","logicalValue":"Digital Lab"},"topic":[{"displayValue":"Frontier Transformation","logicalValue":"Frontier Transformation"}],"industry":[],"sessionLevel":[{"displayValue":"(100) Foundational","logicalValue":"(100) Foundational"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"","logicalValue":""},"tags":[{"displayValue":"AI","logicalValue":"AI"},{"displayValue":"Agents","logicalValue":"Agents"},{"displayValue":"Work management","logicalValue":"Work management"},{"displayValue":"Microsoft Copilot","logicalValue":"Microsoft Copilot"},{"displayValue":"Get Ready for AI","logicalValue":"Get Ready for AI"}]},{"@search.score":1.0,"documentId":"87bf3817-016b-4b2f-93c5-accc4383cdf5","embeddingContent":"Digital Lab: Delegate complex work: Hands-on with Copilot CoworkAgent usage is up 15× year over year, and more multi-step workflows can now be delegated end to end. In this hands-on session, build a real workflow with Copilot Cowork: turn a complex process into a skill, extend it with plugins and automations, and see how Cowork plans, executes, and delivers work across systems and apps. Leave with a publishable skill and a practical model for deciding what to delegate, how to scope it, and how to move work from intent to done.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","seatingExperience":"","deliveryTypes":[{"displayValue":"Online","logicalValue":"Online"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"},{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Digital Lab","logicalValue":"Digital Lab"},"topic":[{"displayValue":"Frontier Transformation","logicalValue":"Frontier Transformation"},{"displayValue":"Copilot","logicalValue":"Copilot"}],"industry":[],"sessionLevel":[{"displayValue":"(100) Foundational","logicalValue":"(100) Foundational"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"","logicalValue":""},"tags":[{"displayValue":"Microsoft Copilot","logicalValue":"Microsoft Copilot"},{"displayValue":"Skills","logicalValue":"Skills"},{"displayValue":"AI Transformation","logicalValue":"AI Transformation"}]},{"@search.score":1.0,"documentId":"a5261ca4-ccd3-4ade-a88e-fbc48ea8b106","embeddingContent":"Digital Lab: Govern your estate with Azure Arc and Azure Resource Manager MCPRoll up your sleeves for a 75-minute interactive lab. Use your own AI agents and Azure Resource Manager MCP Server to explore real-time inventory, policy compliance, cost insights, and user-controlled deployments. Onboard, monitor, govern, and secure Azure VMs and on-premises servers through Azure Arc. You’ll also enable Extended Security Updates for Windows Server 2016 while building a practical modernization plan for your hybrid estate.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":12,"TimeSlot":"","startDateTime":null,"startDateTimeNullGroup":0,"endDateTime":null,"durationInMinutes":0,"isMandatory":true,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1792445583382001xj92_20261025104053064.png","speakerIds":[],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:36:01.111Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1792445583382001xj92_20261025104053064.png","ogTitle":"Digital Lab: Govern your estate with Azure Arc and Azure Resource Manager MCP","ogDescription":"Roll up your sleeves for a 75-minute interactive lab. Use your own AI agents and Azure Resource Manager MCP Server to explore real-time inventory, policy compliance, cost insights, and user-controlled deployments. Onboard, monitor, govern, and secure Azure VMs and on-premises servers through Azure Arc. You’ll also enable Extended Security Updates for Windows Server 2016 while building a practical modernization plan for your hybrid estate.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","seatingExperience":"","deliveryTypes":[{"displayValue":"Online","logicalValue":"Online"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Digital Lab","logicalValue":"Digital Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"","logicalValue":""},"tags":[]},{"@search.score":1.0,"documentId":"b9c5e34f-f905-4b27-a198-4d1dacf27fe4","embeddingContent":"Digital Lab: Hands-on with the resiliency in Azure: Assess, recommend, recoverIn this hands-on lab, experience Azure resiliency across availability, disaster recovery, data resiliency, and cyber recovery. Define resiliency goals for a sample workload, assess readiness against zonal and regional failures, identify gaps against RTO/RPO targets, and apply guided recommendations to improve resiliency. Perform clean-room recovery to restore trusted data after an attack and leave with a practical, repeatable approach using Azure resiliency capabilities and AI-assisted guidance.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"","canUserModifySchedule":false,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1792445110956001Vs4f-AAAAAAAAAAAAAAAAAAAA","langLocale":"en-US","sessionId":"1792445110956001Vs4f","sessionInstanceId":"1792445110956001Vs4f-AAAAAAAAAAAAAAAAAAAA","sessionTimeId":"AAAAAAAAAAAAAAAAAAAA","sessionCode":"LAB721D","sessionCodeNormalized":"EN-US-LAB721D","title":"Digital Lab: Hands-on with the resiliency in Azure: Assess, recommend, recover","sortTitle":"digital lab: hands-on with the resiliency in azure: assess, recommend, recover","description":"In this hands-on lab, experience Azure resiliency across availability, disaster recovery, data resiliency, and cyber recovery. Define resiliency goals for a sample workload, assess readiness against zonal and regional failures, identify gaps against RTO/RPO targets, and apply guided recommendations to improve resiliency. Perform clean-room recovery to restore trusted data after an attack and leave with a practical, repeatable approach using Azure resiliency capabilities and AI-assisted guidance.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","seatingExperience":"","deliveryTypes":[{"displayValue":"Online","logicalValue":"Online"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Digital Lab","logicalValue":"Digital Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"","logicalValue":""},"tags":[]},{"@search.score":1.0,"documentId":"0d78f432-c377-435d-83dd-4b6602a268e5","embeddingContent":"Digital Lab: Hands-on: Modernize apps and databases and automate operationsGet hands-on using AI to modernize applications, databases, and operations. Use GitHub Copilot to assess and upgrade a Java or .NET app, remediate dependencies, containerize workloads, and modernize the database. Then use Azure SRE Agent to investigate incidents, identify root causes, and automate remediation. Leave with practical experience applying AI agents across the modernization and operations lifecycle.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"","canUserModifySchedule":false,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1792444828033001nifI-AAAAAAAAAAAAAAAAAAAA","langLocale":"en-US","sessionId":"1792444828033001nifI","sessionInstanceId":"1792444828033001nifI-AAAAAAAAAAAAAAAAAAAA","sessionTimeId":"AAAAAAAAAAAAAAAAAAAA","sessionCode":"LAB720D","sessionCodeNormalized":"EN-US-LAB720D","title":"Digital Lab: Hands-on: Modernize apps and databases and automate operations","sortTitle":"digital lab: hands-on: modernize apps and databases and automate operations","description":"Get hands-on using AI to modernize applications, databases, and operations. Use GitHub Copilot to assess and upgrade a Java or .NET app, remediate dependencies, containerize workloads, and modernize the database. Then use Azure SRE Agent to investigate incidents, identify root causes, and automate remediation. Leave with practical experience applying AI agents across the modernization and operations lifecycle.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":12,"TimeSlot":"","startDateTime":null,"startDateTimeNullGroup":0,"endDateTime":null,"durationInMinutes":0,"isMandatory":true,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1792444828033001nifI_20261025104051600.png","speakerIds":[],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:36:01.11Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1792444828033001nifI_20261025104051600.png","ogTitle":"Digital Lab: Hands-on: Modernize apps and databases and automate operations","ogDescription":"Get hands-on using AI to modernize applications, databases, and operations. Use GitHub Copilot to assess and upgrade a Java or .NET app, remediate dependencies, containerize workloads, and modernize the database. Then use Azure SRE Agent to investigate incidents, identify root causes, and automate remediation. Leave with practical experience applying AI agents across the modernization and operations lifecycle.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","seatingExperience":"","deliveryTypes":[{"displayValue":"Online","logicalValue":"Online"}],"audienceTypes":[{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"}],"sessionType":{"displayValue":"Digital Lab","logicalValue":"Digital Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(300) Advanced","logicalValue":"(300) Advanced"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"","logicalValue":""},"tags":[]},{"@search.score":1.0,"documentId":"7481bf56-79a6-4c8d-9eda-2e4f7033614a","embeddingContent":"Digital Lab: Hands-on: Network monitoring and troubleshootingJoin to gain practical experience with Azure network monitoring, troubleshooting, traffic analytics, and security insights. Through real-world scenarios such as ExpressRoute monitoring and Private Link traffic visibility, you'll learn which tools to use, when to use them, and how to interpret data effectively. By the end, you'll be equipped to improve network resilience, strengthen security, accelerate issue resolution, reduce operational overhead, and enhance application performance.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"","canUserModifySchedule":false,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1792445839739001ee2q-AAAAAAAAAAAAAAAAAAAA","langLocale":"en-US","sessionId":"1792445839739001ee2q","sessionInstanceId":"1792445839739001ee2q-AAAAAAAAAAAAAAAAAAAA","sessionTimeId":"AAAAAAAAAAAAAAAAAAAA","sessionCode":"LAB725D","sessionCodeNormalized":"EN-US-LAB725D","title":"Digital Lab: Hands-on: Network monitoring and troubleshooting","sortTitle":"digital lab: hands-on: network monitoring and troubleshooting","description":"Join to gain practical experience with Azure network monitoring, troubleshooting, traffic analytics, and security insights. Through real-world scenarios such as ExpressRoute monitoring and Private Link traffic visibility, you'll learn which tools to use, when to use them, and how to interpret data effectively. By the end, you'll be equipped to improve network resilience, strengthen security, accelerate issue resolution, reduce operational overhead, and enhance application performance.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","aiDescription":"","businessOutcome":"","businessOutcomeTwo":"","registrationLink":"","targetAudience":"","contentArea":[],"sortRank":12,"TimeSlot":"","startDateTime":null,"startDateTimeNullGroup":0,"endDateTime":null,"durationInMinutes":0,"isMandatory":true,"hasLiveStream":false,"hasOnDemand":false,"onDemandThumbnail":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1792445839739001ee2q_20261025104053422.png","speakerIds":[],"sessionLinks":[],"relatedSessionInstanceIds":[],"hasTeamsMeeting":false,"hasTeamsLiveEvent":false,"lastUpdate":"2026-10-27T13:36:01.111Z","heroSession":false,"restrictedScopes":[],"associatedCompanies":[],"captionLanguage":[],"audioLanguage":[],"aslSupported":false,"isExternalUrlSession":false,"isPopular":false,"ogImage":"https://eventtools.event.microsoft.com/opengraph/ignite2026/sessions/1792445839739001ee2q_20261025104053422.png","ogTitle":"Digital Lab: Hands-on: Network monitoring and troubleshooting","ogDescription":"Join to gain practical experience with Azure network monitoring, troubleshooting, traffic analytics, and security insights. Through real-world scenarios such as ExpressRoute monitoring and Private Link traffic visibility, you'll learn which tools to use, when to use them, and how to interpret data effectively. By the end, you'll be equipped to improve network resilience, strengthen security, accelerate issue resolution, reduce operational overhead, and enhance application performance.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","seatingExperience":"","deliveryTypes":[{"displayValue":"Online","logicalValue":"Online"}],"audienceTypes":[{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Digital Lab","logicalValue":"Digital Lab"},"topic":[{"displayValue":"Cloud & AI","logicalValue":"Cloud & AI"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"","logicalValue":""},"tags":[]},{"@search.score":1.0,"documentId":"0cd4bb90-bc42-4d40-9416-a026e1d17b97","embeddingContent":"Digital Lab: Hill climbing for agents: From 60% to 90% with Open Source and FoundryTake a working agent that misses its target and improve it through hill climbing: a repeatable process for making one measured change at a time. Use ASSERT to generate evaluations and test data from requirements, create scoring criteria with Rubrics, and implement controls with Agent Control Specification (ACS). Then use Microsoft Foundry observability, tracing, and evaluation signals to identify improvements, measure results, and iterate toward higher quality, lower cost, and safer outcomes.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","partnerType":[],"businessFocus":[],"product":[],"lineOfBusiness":"","speakerNames":"","canUserModifySchedule":false,"hasFailoverVideoUrl":false,"ssr":"","excludeFromSessionScheduler":false,"doNotPublishVideo":false,"localizedId":"en-US-1792434772910001uRPU-AAAAAAAAAAAAAAAAAAAA","langLocale":"en-US","sessionId":"1792434772910001uRPU","sessionInstanceId":"1792434772910001uRPU-AAAAAAAAAAAAAAAAAAAA","sessionTimeId":"AAAAAAAAAAAAAAAAAAAA","sessionCode":"LAB661D","sessionCodeNormalized":"EN-US-LAB661D","title":"Digital Lab: Hill climbing for agents: From 60% to 90% with Open Source and Foundry","sortTitle":"digital lab: hill climbing for agents: from 60% to 90% with open source and foundry","description":"Take a working agent that misses its target and improve it through hill climbing: a repeatable process for making one measured change at a time. Use ASSERT to generate evaluations and test data from requirements, create scoring criteria with Rubrics, and implement controls with Agent Control Specification (ACS). Then use Microsoft Foundry observability, tracing, and evaluation signals to identify improvements, measure results, and iterate toward higher quality, lower cost, and safer outcomes.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
","seatingExperience":"","deliveryTypes":[{"displayValue":"Online","logicalValue":"Online"}],"audienceTypes":[{"displayValue":"Business Decision Maker","logicalValue":"Business Decision Maker"},{"displayValue":"Technical Decision Maker","logicalValue":"Technical Decision Maker"},{"displayValue":"Technical Practitioner","logicalValue":"Technical Practitioner"}],"sessionType":{"displayValue":"Digital Lab","logicalValue":"Digital Lab"},"topic":[{"displayValue":"Agent Platform","logicalValue":"Agent Platform"}],"industry":[],"sessionLevel":[{"displayValue":"(200) Intermediate","logicalValue":"(200) Intermediate"}],"theme":[],"solutionArea":[],"communityTopic":[],"learningZoneTopic":[],"SpeakerTypes":[],"repeatedSessions":[],"nextStep":null,"event":[],"sessionLanguage":[],"viewingOptions":[{"displayValue":"Will not be recorded","logicalValue":"Will not be recorded"}],"programmingLanguages":[],"location":{"displayValue":"","logicalValue":""},"tags":[]},{"@search.score":1.0,"documentId":"85d06a0f-4dc9-41df-a01a-8a58a0719de7","embeddingContent":"Digital Lab: The Next Generation of Teams AdministrationGet hands-on with the latest Teams administration innovations. Explore advanced AI-powered administration and troubleshooting with TCH Insights in TAC Copilot, Custom RBAC, Remote Log Collection, Client Repair, and unified monitoring across meetings, calls, and rooms. Set up and administer Teams devices with Teams Device Management in the Pro Management Portal. Learn how these capabilities simplify day-to-day administration and help IT operate proactively at scale.
\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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\n\nThis is a self-paced, digitally-delivered lab experience that you will complete on your own schedule. Click the 'Launch' button to start the lab.
\n\nNOTE: This lab will be available to complete on November 17, 2026, starting at 12:00 PM Pacific Time.
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