Real-time auditing to build trust and stay compliant
Robust Methodology
Always-on bias auditing to demonstrate trust and guard against claims
Continuous auditing
Always-on compliance checks
Real-time dashboards and reports
Catch and fix risks early
Real-world proprietary data for all protected groups
The Audit dataset that's complete, balanced, and diverse
Real-world data with consent to use
Coverage across age, disability and all protected classes
Live dashboards and reports
Real-time, interactive dashboards
Corporate-friendly PDF Audit Reports
Provide stakeholders with reliable oversight
Legal-grade audit trails
Timestamped record of every audit
Versioned datasets for use in investigations
Chain-of-custody audit trails
Cutting-edge evaluation techniques
Accurate and defendable audits with complementary techniques
Disparate impact analysis examines group-level bias for systemic differences in outcomes
Counterfactual analysis examines whether demographic proxies (like name and education) impact the AI
Warden Dataset
The only solution with full coverage of protected classes
The Warden Dataset powers our audits with real-world, representative data - enabling coverage across 10 protected classes and compliance with key global regulations.
