Governance Guide
AI Prompt Logging Policy Template
Logging is essential for debugging and quality, but creates risk. This guide helps teams set minimal, compliant logging standards.
Implementation Steps
- Define what fields are allowed in logs by data class.
- Apply masking for identifiers before storage.
- Set retention windows by environment and sensitivity.
- Restrict access with audit trail for log queries.
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- Provider and model split recommendations
- Budget guardrail design by traffic stage
- KPI plan for spend, quality, and conversion