# Human approval policy review brief

Use this brief to decide where human review remains required as AI workflows mature. The policy should be specific enough for engineering to enforce and practical enough for operators to follow during real work.

## Review sections

- Decision types and risk tiers.
- Approval thresholds by reversibility, impact, data sensitivity, and financial exposure.
- Reviewer role, backup path, and evidence required.
- Exceptions, expiry, and sampling review.
- Audit trail and release decision.