What teams need to get right
- Escalate only what truly needs review based on policy and risk.
- Provide reviewers with action intent, affected assets, and policy rationale.
- Prevent ambiguous outcomes with approve/deny semantics and audit timestamps.
A human-in-the-loop (HITL) approval layer lets teams keep automation speed while enforcing human judgment on irreversible or sensitive actions.
As agent deployments move from prototypes to customer and operational workflows, governance needs to be embedded in execution paths. Teams that rely only on after-the-fact monitoring often discover risk too late.