Goal
Implement drift detection and real-time performance degradation alerts.
Proposed Improvements
- Model drift detection algorithms
- Real-time accuracy monitoring
- Performance degradation alerts
- Automated rollback on critical issues
Success Metrics
- Drift detection within 24 hours
- Alert response time <5 minutes
- False positive rate <5%
Goal
Implement drift detection and real-time performance degradation alerts.
Proposed Improvements
Success Metrics