# MON-06 Reviewer qualification and training

Domain: MON Continuous Monitoring & Human Oversight · HI-AAF v1.3 · Public review · https://humanintel.net/standard/mon/mon-06

Reviewer qualification and training are documented. Reviewer accuracy is measured and reviewed.

Reviewers in the human review queue are qualified through documented assessment before being assigned to a queue and receive training appropriate to the agents and decisions they review. Reviewer accuracy is measured against gold-standard samples on a documented cadence, ensuring that the human layer is itself operating at a sufficient quality level.

## Maturity

- L1 Ad hoc: Controls exist informally; documentation is incomplete; no consistent review.
- L2 Documented: Controls are written down; ownership is assigned; review cadence is defined.
- L3 Operated: Controls are followed in practice; evidence is collected; deviations are tracked. Published criterion for MON-06: Qualification records exist for all active reviewers; training is current within the documented cadence; reviewer accuracy is measured against gold-standard samples; accuracy results are reviewed and acted upon.
- L4 Measured: Control effectiveness is measured against documented thresholds; trends are reported.
- L5 Continuously Improved: Controls evolve based on incident learning; maturity gains are evidenced over time.

## Evidence an assessor asks for

- Qualification records exist for all active reviewers.
- Training is current within the documented cadence.
- Reviewer accuracy is measured against gold-standard samples.
- Accuracy results are reviewed and acted upon.

## Framework mappings

- NIST AI RMF: MANAGE 2.1
- SOC 2 (TSC): CC1.4
- EU AI Act: Art. 14(4), Art. 26(2)
- Singapore: AI Verify Human Agency & Oversight

Mappings are directional: meeting this control evidences but does not by itself satisfy the external requirement.

## Cite this control

Human Intelligence. HI-AAF v1.3, MON-06 Reviewer qualification and training. Public review edition, July 2026. https://humanintel.net/standard/mon/mon-06