Drift Dashboards & Reports

Day 76 of 100 Days of MLOps. A single drift number is useful; a dashboard your team actually looks at — and pass/fail checks your pipeline can act on — is what makes monitoring real. Today you combine Evidently presets into one report, generate a visual dashboard with per-column distribution plots, and turn metrics into an automated Test Suite that returns SUCCESS/FAIL. You'll run 33 checks in one call and watch it fail exactly the drifted columns. It's the bridge from 'a report a human reads' to 'a gate your automation enforces.' Runs 100% locally on any OS.