Governed AI agents

Move from agent demo to governed workflow.

For teams that need clear knowledge scope, tool boundaries, evidence requirements, runtime observability, and review points.

Governance appears when the work gets serious.

Questions teams ask

Who can the agent act for? What knowledge can it use? What tools can it call? What happens when it is wrong?

Controls Ikentic frames

Evidence, review, logs, runtime/session history, and workspace isolation.