Independent bias audits and fairness testing for AI decision systems — producing clear evidence about model performance and group outcomes within agreed frameworks.
What You Get
Why It Matters
When AI systems make decisions that affect people — who gets a loan, who gets hired, who gets flagged — independent review strengthens credibility with regulators, customers, and boards.
From New York City's bias audit requirements for hiring AI to Singapore's FEAT principles for financial institutions, the compliance landscape is expanding. Organizations that prepare now avoid scrambling later.
Internal validation teams do important work. Independent review complements that work by providing an external perspective that carries weight with regulators, investors, and the public.
A system might treat each group fairly in isolation — but compound disadvantage where groups intersect. Proper intersectional analysis reveals what surface-level testing misses.
How It Works
Most engagements complete within 2–4 weeks of receiving data.
We identify the AI systems, decisions, populations, and frameworks relevant to your audit. You provide data; we handle the rest.
We run fairness analysis across all required demographic groups and intersections, using reproducible methodology aligned to your regulatory framework.
You receive a clear findings report with risk-ranked issues, impact ratios, and specific remediation guidance — written for decision-makers, not data scientists.
AI systems drift over time. Quarterly monitoring ensures your models stay fair and compliant as data, populations, and regulations change.
Who We Serve
Credit scoring, fraud detection, insurance underwriting, and algorithmic trading. We help banks and fintechs demonstrate fair outcomes aligned with FEAT and fair lending requirements.
AI-driven hiring screens, candidate scoring, video interview analysis, and promotion algorithms. Independent audits structured for regulatory compliance and public disclosure.
Government agencies deploying AI for citizen services, risk assessment, and resource allocation. Audits aligned to NIST AI RMF, AI Verify, and applicable government mandates.
Get Started
We'll tell you if you're a fit and what data we'd need — then you decide.
hello@trustminerva.com