Free tool · No login required

Free AI Drift
Health Check

Upload your model's prediction data and get an instant Sentinel observability scan — drift score, recall trend, top unstable features, and threshold recommendation.

⚡ Runs entirely in your browser · No data is uploaded to any server · Results generated locally

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Drop your prediction CSV here

Needs at least: prediction_score or y_pred (0/1), and optionally y_true, feature columns
Works with any model — fraud, credit, churn, LLM scoring

Accepts: .csv · Max 10MB · Browser-only processing
Initialising Sentinel scan...

Sentinel Health Report

Healthy
Drift Score
Recall (latest period)
Recommended Threshold
Rows analysed
Overall Drift Score
Computing...
Feature Stability
FeaturePSI ScoreStatusAction
Recall Decay Timeline
Sentinel Recommendations

This is the free Sentinel diagnostic.

A full audit adds SHAP explainability, cost-aware threshold optimisation, EU AI Act documentation, and a debrief call — delivered in 5–7 days.