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flywheel-console.vercel.app
Flywheel interface

Overview

What Flywheel does.

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.

  • 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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