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Operations Guide

AI Model Rollback Decision Framework for Platform Teams

Rollback decisions require severity thresholds and verification criteria. This framework defines a rollback workflow with decision gates.

Implementation Steps

  1. Define rollback triggers: quality degradation, latency spike, cost anomaly, safety bypass.
  2. Set severity thresholds for automatic rollback and manual review.
  3. Assign rollback owner with verification criteria and recovery checklist.
  4. Execute rollback with traffic routing changes and quality verification.

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