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October 30, 2025

Gartner® Act Now: Take These 5 Steps for AI Agent Assurance

The 5-Step Program for AI Agent Assurance 

As AI adoption accelerates, organizations that take a structured approach to assurance will be far better positioned to scale confidently, without introducing operational, security, or compliance risk.

In this Gartner® report, learn the five steps for AI agent assurance, a practical framework for building an enterprise foundation that supports agent deployment at scale.

You can learn to:

  • Implement a structured five-step framework to discover, inventory, and govern AI agents across your environment
  • Strengthen agent oversight, access management, and information governance for agent-driven systems

Reduce operational and compliance risk through guardian agents and continuous assurance mechanisms

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Gartner® Act Now: Take These 5 Steps for AI Agent Assurance

BARC Research Study: Lessons from The Leading Edge

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Gartner® Act Now: Take These 5 Steps for AI Agent Assurance

BARC Research Study: Lessons from The Leading Edge

Get the report

The 5-Step Program for AI Agent Assurance 

As AI adoption accelerates, organizations that take a structured approach to assurance will be far better positioned to scale confidently, without introducing operational, security, or compliance risk.

In this Gartner® report, learn the five steps for AI agent assurance, a practical framework for building an enterprise foundation that supports agent deployment at scale.

You can learn to:

  • Implement a structured five-step framework to discover, inventory, and govern AI agents across your environment
  • Strengthen agent oversight, access management, and information governance for agent-driven systems

Reduce operational and compliance risk through guardian agents and continuous assurance mechanisms

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Gartner, Act Now: Take These 5 Steps for AI Agent Assurance, Avivah Litan, Max Goss, Carlton Sapp, 21 January 2026. GARTNER is a registered trademark of Gartner, Inc. and/or its affiliates in the U.S. and internationally and are used herein with permission. All rights reserved.

Gartner does not endorse any vendor, product, or service depicted in its research publications and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner research publications consist of the opinions of Gartner’s research organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose.