Rollback & Disaster Recovery in ML Deployment in MLOps and Production AI
Preparing for Failure
Deployment failures can impact business operations. Rollback mechanisms allow quick recovery.
Best Practices
- Version-controlled deployments
- Backup model artifacts
- Automated rollback triggers
Disaster recovery planning strengthens system resilience.

