AI Model Versioning and Rollback Strategies for Production

Automated excerpt

This article covers a practical approach to AI model versioning and rollback, with code you can adapt immediately. Keep two serving instances — blue (current active) and green (previous active). Compare shadow outputs to active model outputs offline using a statistical test (e. g.

Selected automatically from source text; not independently written or fact-checked. Read the original for full context.