Governance Guide
AI Postmortem Review Framework for Reliability Leaders
Reliability leaders need consistent postmortem governance to prevent repeat failures across AI workflows. This framework defines review cadence, escalation thresholds, and closure criteria for corrective actions.
Implementation Steps
- Start each review with open SEV-1 and SEV-2 postmortem actions and current risk trend.
- Validate that every critical action has one accountable owner and measurable completion evidence.
- Escalate overdue P0 actions to executive sponsor and update mitigation timeline immediately.
- Publish closure decisions and prevention roadmap updates in one reliability operating log.
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- Provider and model split recommendations
- Budget guardrail design by traffic stage
- KPI plan for spend, quality, and conversion