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Microsoft

Foundry Control Plane - Managing AI Agents at Scale

Microsoft via YouTube

Overview

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Learn how to manage AI agents at scale through this 47-minute conference session from Microsoft Ignite 2025 that addresses the critical trust gap in AI deployment and provides a comprehensive playbook for responsible AI implementation. Discover how Microsoft Foundry Control Plane integrates safety, guardrails, and compliance features to enable confident AI innovation while maintaining operational control. Explore the shift from conceptual to operational AI agents and understand the growing concerns about AI systems highlighted in recent KPMG studies. Master the process of defining tools with internal documents and brand guidelines, then validate PII prevention guardrails to successfully block data leaks. Examine Foundry guardrails and 'bring your own security' integrations that provide flexible security options for enterprise environments. Gain hands-on knowledge of setting up red teaming runs, defining risk categories, and customizing attack strategies while establishing prohibited actions for comprehensive AI safety testing. Learn from industry expert Jaspreet Singh from Infosys about real-world AI agent ecosystem challenges, including governance complexities, standardization requirements, and red-teaming methodologies for agentic AI systems. Understand how to set policies effectively, roll out updates systematically, and maintain smooth operations across your AI fleet while ensuring compliance and security at every level.

Syllabus

0:00 - Focus on 'Scale' and shift from conceptual to operational AI agents
00:02:05 - Growing trust gap from KPMG study and concerns about AI systems
00:11:33 - Defining tools with internal documents and brand guidelines
00:17:07 - Validating PII prevention guardrail successfully blocking data leak
00:18:08 - Introducing Foundry guardrails and 'bring your own security' integrations
00:22:42 - Setting Up a Red Teaming Run and Defining Risk Categories
00:23:41 - Customizing Attack Strategies and Prohibited Actions
00:38:26 - Introduction of Jaspreet from Infosys to discuss AI agent ecosystem challenges
00:41:01 - Challenges in governance, standardization, and red-teaming of agentic AI systems

Taught by

Microsoft Ignite

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