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AI Bias Auditing

Scale your HR tech safely with continuous AI bias auditing designed to build stakeholder trust and ensure global regulatory compliance.

Warden AI Dashboard

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

Unlike point-in-time audits, Warden's continuous monitoring flags bias risks as your AI model evolves — not just at annual review. This is especially critical for organizations managing NYC Local Law 144 compliance, where ongoing monitoring demonstrates good-faith effort and protects against enforcement action between audit cycles.

Proprietary data covering 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 14 protected classes and compliance with key global regulations. Every protected class is tested using disparate impact analysis and counterfactual analysis, giving you defensible, audit-ready results. The dataset is sourced ethically with full consent, making it suitable for regulated industries where data provenance matters. No other AI bias auditing provider offers this level of breadth across both US and global frameworks.

Title
Status
NYC LL 144
EU AI Act
Colorado SB26-189
Civil Rights Act (US)
California FEHA
Illinois HB 3773
Sex
LIVE
Race/ethnicity
LIVE
Age
LIVE
Disability
LIVE
Religion
LIVE
Sexual orientation
LIVE
Veteran status
LIVE
National origin
LIVE
English proficiency
LIVE
Pregnancy & reproductive health
LIVE
Gender identity
LIVE
Marital status
LIVE
Medical condition
LIVE
Criminal history
LIVE

Frequently Asked Questions

AI Bias Auditing FAQ

Each audit covers selection rate analysis and counterfactual testing across all relevant protected classes, delivered with a legal-grade audit report, live dashboard access, and a timestamped audit trail.

Timelines depend on the complexity of your AI tool and number of protected classes in scope. Book a demo and we'll walk you through a realistic timeline for your situation.

Pricing is custom and scoped to your specific tools, jurisdictions, and protected classes. There is no one-size-fits-all fee — contact us for a tailored quote.

Yes. The Warden Dataset covers NYC LL 144, EU AI Act, Colorado SB26-189, California FEHA, Illinois HB 3773, and the Civil Rights Act — so one audit engagement can satisfy multiple regulatory requirements simultaneously.

Warden is the only provider with proprietary, ethically-sourced datasets covering 14+ protected classes, continuous monitoring (not just point-in-time audits), and legal-grade audit trails built for regulatory defense.

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