Evidently can be easily integrated with other tools to fit into the existing workflows.
Below are a few specific examples of how to integrate Evidently in the prediction pipelines. You can adapt them for other workflow management, visualization, and tracking tools.

1. Real-time ML monitoring with Grafana

2. Batch ML monitoring with Airflow

3. Log Evidently metrics in MLflow UI

Last modified 1mo ago