Governance Guide
AI Model Risk Register Template for Enterprise AI Teams
Enterprise teams need one shared artifact to evaluate model risk before each release wave. This template helps governance, product, and operations review risk posture with clear ownership.
Implementation Steps
- Define risk categories across quality, safety, reliability, compliance, and vendor dependency.
- Document trigger conditions and severity level for each risk row.
- Assign one accountable owner and one mitigation action to every high-priority risk.
- Review the register weekly and after each major model or policy change.
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- Provider and model split recommendations
- Budget guardrail design by traffic stage
- KPI plan for spend, quality, and conversion