Defensible Evidence for Individual Decisions
Fulfill the 'right to an explanation' for any customer prediction instantly. LIME audits designed for the enterprise risk officer.
Plain-Language Verdict Output
Auto-generated by WhiteBoxXAI for Prediction ID #4401 (High Churn Risk)
Prediction: The model flagged this user as High Risk (88% confidence).
Local Audit (LIME): This specific prediction was driven almost entirely by the user's Support Ticket Volume (≥ 5 in the last 30 days) and Days Since Last Login (≥ 14 days).
Counterfactual: If Support Ticket Volume had remained below 2, the model's prediction would have safely fallen into the Low Risk category.
The Right to an Explanation
When a consumer questions an automated decision, you can't hand them a Jupyter notebook. WhiteBoxXAI uses LIME to probe the local decision boundary and translates the results into a human-readable format.
- GDPR & CCPA AlignedProvide required justifications for individual automated decisions instantly.
- No ML Expertise NeededGenerate localized reports via the dashboard without writing Python scripts or deciphering plots.
SDK integrations for your ML stack
For Regulated Enterprises, AI Governance is No Longer Optional.
As AI moves from experiments to production systems making consequential decisions, teams cobbling together custom evals and spreadsheets simply won't cut it. For regulated banks and insurers, audit trails, drift detection, and compliance artifacts are essential infrastructure.
WhiteBox leans into what can be verified. Centralize your governance with our flagship AI Risk Register—something traditional GRC tools lack. Generate defensible incident forensics and compliance reports so when the board asks about AI risk, you have real evidence, not just a slide deck.
See what your AI has been hiding.
Request an enterprise demo and walk through real drift detection, explainability, and governance workflows.