massOfai

Model Monitoring

MLOps

Observing model health and performance in production

What is Model Monitoring?

Collect metrics like latency, throughput, accuracy, and drift signals; set alerts and dashboards to detect issues quickly.

Real-World Examples

  • Prometheus metrics for API latency
  • Alert when accuracy drops 5%