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New tools and guidance: Announcing Zero Trust for AI | Microsoft Security Blog

New tools and guidance: Announcing Zero Trust for AI | Microsoft Security Blog

By Mike Adams
Publication Date: 2026-03-19 19:00:00

Over the past year, I have had conversations with security leaders across a variety of disciplines, and the energy around AI is undeniable. Organizations are moving fast, and security teams are rising to meet the moment. Time and again, the question comes back to the same thing: “We’re adopting AI fast, how do we make sure our security keeps pace?”

It’s the right question, and it’s the one we’ve been working to answer by updating the tools and guidance you already rely on. We’re announcing Microsoft’s approach to Zero Trust for AI (ZT4AI). Zero Trust for AI extends proven Zero Trust principles to the full AI lifecycle—from data ingestion and model training to deployment and agent behavior. Today, we’re releasing a new set of tools and guidance to help you move forward with confidence:

  • A new AI pillar in the Zero Trust Workshop.
  • Updated Data and Networking pillars in the Zero Trust Assessment tool.
  • A new Zero Trust reference architecture for…

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