Gartner Research Report|27 Nov 2025

Understanding the AI trust, risk and security management market

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Organizations face growing AI risks, including data compromise, third-party vulnerabilities, inaccurate outputs, and security threats. While malicious attacks are rare, internal policy violations and unconstrained AI behavior demand urgent attention.

This Gartner guide explores the AI Trust, Risk, and Security Management (TRiSM) landscape, offering strategies for layered controls across AI use cases. Inside, learn about:

· Four technology layers in AI TRiSM frameworks
· The rise of AI governance and runtime enforcement as a market segment
· Vendors addressing security, compliance, and ethical AI practices

Review this guide to establish governance policies and enforce them organization-wide.

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