Predictive Infrastructure Monitoring

Implement AI-driven infrastructure monitoring that predicts system issues, optimizes resource allocation, and provides intelligent alerting for CustomersDot and related services.

Acceptance Criteria:

1. Predictive alerts for system resource exhaustion
2. Intelligent noise reduction in monitoring alerts
3. Automated capacity planning recommendations
4. Performance anomaly detection with context-aware insights
5. Auto-scaling recommendations based on usage patterns
6. Integration with existing Prometheus/Grafana monitoring stack

Technical Approach:

• Time-series forecasting for resource utilization
• Anomaly detection algorithms for system metrics
• Integration with existing observability infrastructure