Governance Guide
AI Model Drift Governance Dashboard for Leadership Teams
Leadership teams need a single view to monitor drift detection effectiveness. This dashboard structures signal tracking, baseline calibration, and owner accountability.
Implementation Steps
- Define drift signal tiers by dimension, severity, and response urgency.
- Set one weekly leadership review for drift progress and unresolved signal escalation.
- Track drift detection rate, baseline calibration frequency, and response time.
- Publish monthly drift forecast with signal 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