Model validation and monitored rollout
Separates offline evaluation, shadow traffic, canary rollout and later drift response. Original worked design example; adapt responsibilities, thresholds and assumptions to your system.
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What this template contains
- Diagram type
- State diagram
- Source
- 14 lines
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stateDiagram-v2
[*] --> Candidate
Candidate --> Evaluation: freeze data and configuration
Evaluation --> Rejected: quality or safety gate fails
Evaluation --> Approved: required evaluations pass
Approved --> Shadow: mirror requests without serving output
Shadow --> Canary: operational evidence sufficient
Canary --> General: monitored thresholds satisfied
Canary --> RolledBack: regression detected
General --> Restricted: drift or incident
Restricted --> Evaluation: revised candidate
Restricted --> RolledBack: disable serving
RolledBack --> [*]
Rejected --> [*]