Governance Guide
AI Model Risk Register Template for Governance Teams
Risk registers require severity scoring and mitigation tracking. This template defines a risk workflow with owner assignment.
Implementation Steps
- Document model risks with severity, trigger, and impact assessment.
- Assign risk owner for each high-priority risk with mitigation deadline.
- Track mitigation progress weekly until risk closure verified.
- Update risk register with closure evidence and residual risk score.
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- Provider and model split recommendations
- Budget guardrail design by traffic stage
- KPI plan for spend, quality, and conversion