Upload your dataset, get a fairness score, understand the bias in plain English, apply automated fixes, and download a full compliance report — in minutes.
HOW IT WORKS
Drag & drop your CSV dataset. Supports demographic and outcome columns.
Our engine computes bias score, disparate impact, and fairness metrics instantly.
Apply AI-suggested debiasing techniques with one click. See before & after.
Download a full PDF compliance report with metrics, explanations, and fixes.
FEATURES
Instant 0–100 bias score with visual indicators and trend tracking.
Demographic parity, equal opportunity, disparate impact, and more.
Human-readable summaries of what bias was found and why it matters.
Reweighting, resampling, and threshold adjustment techniques applied automatically.
Visual comparison showing exactly how much improvement was achieved.
Audit-ready reports for GDPR, EU AI Act, and internal governance.
Supported format: CSV files with demographic and outcome columns
or click to browse your files
Analysis typically takes 5–10 seconds
Analysis for: dataset.csv
High bias detected. Immediate action recommended.
Loading explanation...
See the fairness improvements after applying debiasing techniques
| Metric | Before | After | Improvement | Status |
|---|
Great improvements achieved! Now generate your compliance report.
Download your full fairness audit report
| Metric | Before | After | Change |
|---|
—