Governance Guide
AI Model Evaluation Governance Dashboard for Leadership Teams
Leadership teams need a single view to monitor evaluation effectiveness. This dashboard structures test coverage tracking, pass rate, and owner accountability.
Implementation Steps
- Define evaluation coverage tiers by test case type, pass threshold, and benchmark adherence.
- Set one weekly leadership review for evaluation progress and unresolved test failure escalation.
- Track test coverage, pass rate, and benchmark comparison success.
- Publish monthly evaluation forecast with coverage breakdown and owner assignments.
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- Provider and model split recommendations
- Budget guardrail design by traffic stage
- KPI plan for spend, quality, and conversion