Feature Versioning & Lineage Tracking in MLOps and Production AI
Why Feature Versioning Matters
Feature changes directly affect model predictions. Version control ensures traceability and reproducibility.
Lineage Tracking Includes
- Data source mapping
- Transformation tracking
- Feature ownership documentation
Lineage improves transparency and compliance.

