Governing Tens Of Thousands Of AI Agents: Why Policy Chaining Matters
Security Bouelevard, Thursday, March 19th, 2026
A new architectural challenge is emerging as enterprises adopt AI agents at scale. It is no longer unusual for large organizations to plan for thousands or even tens of thousands of deployed agents across departments, applications, and workflows.
These agents may assist employees, automate operations, analyze documents, interact with enterprise systems, and coordinate complex workflows.
But once agents begin to proliferate across the enterprise, an important question arises:
How do you govern and secure interactions with tens of thousands of agents without creating an unmanageable policy system?
This challenge is often underestimated.