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Flywheel
MLOps control plane that closes the loop
Models decay quietly. Flywheel versions the data, gates training runs, releases by canary, watches for drift, and retrains or rolls back on its own — so a degrading model is caught by the system rather than by a customer.
Capabilities
What Flywheel does
Versioned datasets tied to the models trained on them
Gated training runs with promotion criteria
Canary releases before full rollout
Drift detection with automated retraining
Automatic rollback when a release regresses
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