Oversight must affect the outcome
If the reviewer cannot hold, correct or reject an output, the control is observational. Effective Human in the Loop oversight creates a real decision point before use.
The reviewer needs the reason
The review should arrive with the output, the requirement that was triggered, the reason for escalation and the relevant source context. A bare alert encourages automatic approval.
The decision must remain attributable
The final record should preserve who reviewed the output, what they decided, why they decided it and when the decision occurred.
Nextvise enforces that control point and keeps the human decision attached to the governed output.
EU AI Act Article 14 · GDPR Article 22 · ISO/IEC 42001 oversight controls