Human Oversight SOP Template for AI SaaS

Oversight is an operations problem, not a slogan

“Human in the loop” is meaningless until you can answer: who reviews, when, with what authority, and where it is logged.

Under the EU AI Act, meaningful human oversight is a legal requirement for high-risk systems (Art. 14), with standalone Annex III duties applying from 2 December 2027. For other systems, a written SOP is still one of the first artefacts enterprise buyers request — and it reduces GDPR Art. 22 risk when automated decisions affect people.

What a good SOP covers

1. Scope — which features / actions
2. Roles — reviewer, owner, on-call
3. Triggers — when human review is mandatory
4. Override path — accept / reject / edit before final action
5. Logging — who decided what, when, why
6. Cadence — sample audits and SOP updates

Triggers that usually belong in the SOP

• Fully automated actions that affect a natural person (hire, reject, price, access)
• Score thresholds or confidence below X
• User contests or complaints
• Novel edge cases the model was not designed for
• Vendor / model version changes that alter behaviour

Logging: legal vs recommended

Sample one-pager

Open the copy-ready SOP: Human oversight SOP template.

Related:

• AI system card
• Is an AI recruitment tool high-risk?
• Recruiting checklist

How to validate your SOP

1. Pick a real production action path.
2. Walk it: can a reviewer actually stop the outcome?
3. Check the log: can you reconstruct the last 10 overrides?
4. Get a free readiness brief for your product and attach the SOP draft for counsel.

Not legal advice. Confirm whether Art. 14 applies to your classification before treating the SOP as a legal control.