AI Risk Register Template
~10 min read
Estimated time: ~10 min read — for the in-app brief plus opening the primary source.
What this is
A lightweight register structure: use case, data classes, stakeholders, failure modes, controls, residual risk, owner, review date.
A lightweight register structure: use case, data classes, stakeholders, failure modes, controls, residual risk, owner, review date.
- Fields to capture: name, description, owner, tier, data types, model/vendor, human oversight level, top 3 failure modes, controls, KRIs, last review.
- Start with the top 10 use cases by impact, not a multi-year inventory project.
- Review cadence: quarterly for Tier 2+, on change for model or vendor major updates.
- Link incidents back to register entries to learn.
Next action: If AI is not in the risk system, it is invisible until incident time. This template plugs into existing operational risk practice.
Deep dive
Fields to capture: name, description, owner, tier, data types, model/vendor, human oversight level, top 3 failure modes, controls, KRIs, last review.
Start with the top 10 use cases by impact, not a multi-year inventory project.
Review cadence: quarterly for Tier 2+, on change for model or vendor major updates.
Link incidents back to register entries to learn.