implementation

Event-driven approval workflows for AI

Answer:

Approvals triggered by events (amount thresholds, tool usage, policy matches) rather than constant manual review.

The full story

Event-driven approvals are approvals triggered by specific events, not constant manual supervision.

Practical guidelines

  • Emit events for risky actions.
  • Trigger approvals only on those events.
  • Keep the default path fast for low-risk work.

A good rule: start conservative, measure outcomes, then expand autonomy where the data supports it.