Governance Guide
AI Output Quality Governance Dashboard for Leadership Teams
Leadership teams need a single view to monitor quality scoring effectiveness. This dashboard structures dimension tracking, calibration progress, and owner accountability.
Implementation Steps
- Define quality dimension tiers by score adherence, threshold drift, and calibration urgency.
- Set one weekly leadership review for quality progress and unresolved drift escalation.
- Track dimension score movement, calibration frequency, and threshold adherence.
- Publish monthly quality forecast with dimension 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