Draft a promotion-review commitment with clear evidence and follow-up.
Create a repeatable review gate for the next model candidate before production promotion. Model promotion ritual for MLOps basics. A candidate model is ready to move from Staging to Production in the model registry A pull request changes the training pipeline and produces a new champion model A model scoring threshold is about to change for a sales or risk workflow A retraining run improves aggregate model performance but lacks a linked rollback target Before [specific promotion moment], I will require [evidence bundle] and name [monitoring owner]. The candidate will not be promoted until [minimum gate] passes, and rollback will…
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