Sort Deployment Gates by Risk Level

Sort each deployment control by the risk level where it is most essential. Low Risk Medium Risk High Risk Fast rollback and basic uptime or batch-completion monitoring A/B guardrail metric for engagement or workload impact Shadow deployment before user-visible decisions change Segment performance review for strategically important groups Human override path for uncertain predictions Formal approval, audit log, and documented intended-use boundary Fairness assessment with minimum floors for affected groups Regulatory or legal review before automated decision exposure Incident rollback drill and named accountable owner

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