Add data monitoring to your ML pipelines. Detect data drift before it becomes a problem.

Detect Data Drift with Evidently

Data drift is one of the most common failure cases of ML models in production. The ZenML Evidently integration comes with a predefined pipeline step that you can configure to your needs and add into your pipelines with a single line of code. No matter where your pipelines are executed, your drift detection will always be carried out as expected and you can conveniently view results in your local browser.