Log every tool call, API access, & data lookup. #ZeroTrust #AISecurity #AIAgents #MicrosoftSecurity @MSFTMechanics
Log every tool call, API access, & data lookup. #ZeroTrust #AISecurity #AIAgents #MicrosoftSecurity  @MSFTMechanics
Uploaded July 2026 | Updated September 2026, 2 weeks ago
Apply Zero Trust controls to every AI agent in your environment across identity, tool usage, and data access. Extend Conditional Access in Microsoft Entra to evaluate every agent authorization request in real time against the same risk signals as human users. Assign each agent its own managed identity with Entra Agent ID and scope permissions with Access Packages. Govern your MCP catalog as a software supply chain — unapproved tools don't run, and approved servers lock behind Azure API Management.

Log every agent tool call, API access, and data lookup into Microsoft Sentinel for continuous anomaly detection. Purview Insider Risk Management auto-assigns risk levels so you can investigate fast or revoke access entirely. DLP and sensitivity labels in Microsoft Purview restrict what agents can reach and auto-inherit to everything they generate, and Data Access Governance maps exactly what each agent can access before a prompt fires.

Jeremy Chapman, Microsoft 365 Director, shares how to put these controls into practice across every managed, self-hosted, and shadow agent in your estate.

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Log every tool call, API access, & data lookup. #ZeroTrust #AISecurity #AIAgents #MicrosoftSecurity

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