Economic Forecasting Model

Section 6: Model Versioning & MLOPS

6.1 Lifecycle Management

Each model progresses through: Training → Validation → Staging → Production → Retirement.

6.2 Model Registry

Metadata includes architecture details, training data versions, evaluation metrics, and deployment history.

6.3 Continuous training

Retraining is triggered by:

6.4 Rollback Strategy

If a deployed model underperforms, the system automatically rolls back to the last stable version and alerts administrators.