Your AI agents are acting. Who’s making sure they’re acting right?

The problem is real and it’s now

AI adoption isn’t coming. It’s here. According to the 2026 Gartner CIO and Technology Executive Survey, 17% of enterprises have already deployed AI agents — and another 42% plan to within the year. But deployment is outpacing governance, and the risks are mounting fast.

Gartner states:

“AI agents simply can’t be trusted to follow instructions as intended — making them unreliable and impossible to depend on. Use guardian agents to deliver essential trust, risk and security capabilities and to ward off adverse outcomes from aberrant behavior and new cyberthreats. And make sure you Guard the Guardians themselves.” — Gartner, February 2026

This isn’t a future problem. To us, the Gartner Strategic Planning Assumptions make the timeline clear:

• By 2027, over 70% of AI agent identity providers will classify the sensitivity of data agents interact with as part of granting and scoping access rights.
• Through 2028, at least 80% of unauthorized AI agent transactions will be caused by internal violations of enterprise policies concerning information oversharing, unacceptable use or misguided AI behavior — not malicious attacks.
• By 2029, guardian agents will eliminate the need for almost half of incumbent risk and security systems protecting AI agent activities in over 70% of organizations.

In our view, only the organizations that act now will be ahead.

What the report covers

This report from Gartner is the first of its kind. We feel it defines the guardian agent market, maps the vendor landscape, and gives AI leaders the insights to act. Inside, you’ll find:

• A clear market definition: what guardian agents are, what they do, and why platform-native controls aren’t enough.
• The mandatory capabilities every guardian agent solution must deliver — from AI visibility and traceability to runtime inspection and enforcement.
• Strategic Planning Assumptions and market direction through 2029.
• A vendor landscape across six categories, including the AI content governance segment where Markup AI is named.
• A decision framework for selecting the right provider for your organization’s needs.

Markup AI is named as a Representative Vendor in the Gartner research for AI content governance — defined as vendors specializing in governing AI-generated content for compliance, brand consistency, ethical standards, and risk mitigation, including scanning, moderation, and rewriting tools.

We feel it’s validation that the work of governing what AI produces — not just how it behaves — is central to the guardian agent story.

Download the Market Guide now.

Market Guide for Guardian Agents, by Avivah Litan et al., 25 February 2026. 

Consult the Board — 2026 CIO and Technology Executive Survey: Future of Technology Leadership, by Consult the Board Research Team, 23 September 2025.

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