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Notes for teams letting agents act., page 5
What changed in AI this week, and what it means for the agents you let act. Written for the people who sign off.
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Governance
What is an AI audit trail?
Seven fields. And why logs don't count. What your risk team will ask for, and what most systems can't produce.
Operations
How to set a spend limit on an AI agent
Set it in money, not tokens. Three levels, enforced inside the system. And how to get the number from the process you're replacing.
Operations
How to monitor AI agents in production
Uptime tells you it's running. Not that it's right. Four signals to watch: quality drift, hold rate, spend per run, latency.
Systems
What is AI governance?
Six controls. What an AI system may do, on whose authority, at what cost, with what proof. A working guide, not a policy template.
The product
See Gatehouse
The controls in these notes are what Gatehouse, Surehand’s control plane, enforces at runtime.
See Gatehouse