Agent Governance Review — Page 4

Enforcement is tightening fast, and most organizations are unprepared for what it actually demands.

The registry stores metadata, not binaries, keeping it fast and lightweight.

Agents burn tokens invisibly; gateways make costs attributable to teams.

Traditional RBAC breaks when applied to AI agents at enterprise scale.

Banks are deploying AI agents to automate fraud detection and lending workflows.

Organizations lack runtime records to investigate why their AI agents fail in production.

Real-time monitoring catches agent threats mid-execution, audit logs prove what happened after.