Operations Guide
AI Security Controls Review Framework for AI Ops
AI Ops teams need a recurring review ritual to keep controls current as workloads and vendors change. This framework defines weekly review inputs and decision checkpoints.
Implementation Steps
- Start each review with unresolved critical controls and newly introduced deployment risks.
- Assign remediation owners with due dates for each high-priority control gap.
- Validate that evidence links are current and tied to control ownership records.
- Publish risk trend and next review actions for leadership visibility.
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- Provider and model split recommendations
- Budget guardrail design by traffic stage
- KPI plan for spend, quality, and conversion