Building Real-Time Monitoring Dashboards for ML Systems in MLOps and Production AI
Why Dashboards Matter
Dashboards provide centralized visibility into system health and model performance.
Key Dashboard Metrics
- Accuracy trends
- Latency tracking
- Error rate monitoring
- Infrastructure utilization
Real-time visualization improves faster decision-making.

