Governing agents in the real world

Practical frameworks for inventory, policy, evidence, cost, and human review across the AI agents your organization operates.

[01]Jun 18, 2026

Agent Operations/Nathanial Henniges

AI agent cost visibility has to follow the run

A provider invoice tells you what you spent. Run-level attribution shows which agent, workflow, team, and outcome created the cost—and where to set controls.

AI FinOpscost controlsobservability

[02]Jan 29, 2026

Agent Operations/Nathanial Henniges

What an AI agent audit trail must capture

Application logs show that something ran. An agent audit trail must show who asked, what context was used, which policy allowed the action, and what changed.

audit trailobservabilityevidence