Governance and human approval
- Reading time:
- 9 min read
- Published:
Introduction
Governance is not a checkbox — it is how enterprises trust operational intelligence at scale.
Key takeaways
- Action levels define what requires human approval.
- Critical actions are prohibited for automated execution.
- Emergency stop pauses pending actions while preserving audit history.
Action levels
Information and drafts require less oversight. Sensitive and critical actions require explicit human approval. Level 4 critical actions are prohibited for AI.
Emergency stop
Organizations can pause pending actions instantly while preserving settings and audit history.
Putting it into practice
Organizations typically begin with approved knowledge import and a focused pilot team. Aipify prepares operational work within governed policies — your leaders approve what reaches customers, vendors, and teams. Expand Business Packs and automation only after trust and audit review confirm the approach fits your organization.
Examples
Refund request
Customer requests refund → Aipify prepares recommendation → Manager approves or rejects → Customer notified → Event audited.