displayName
ML Model Versioning Governance
workflowKind
governance
triggerType
scheduled
typicalCadence
monthly
complexity
cross-team
description
Governs ML model versioning, lineage tracking, and promotion workflows
-- auditing model-registry completeness for metadata including
training-data snapshots, hyperparameters, and evaluation metrics,
validating model-card documentation against organizational standards,
reviewing model-promotion gates from experimental through staging to
production, enforcing reproducibility requirements by verifying
training-pipeline determinism, assessing model-drift monitoring alerts
and retraining trigger thresholds, auditing access controls on model
artifacts and serving endpoints, and reconciling deployed model versions
against the approved model inventory. Produces model governance
compliance report and registry hygiene scorecard. Excludes model
architecture research.