Federal / Audit / Finance
Bias and fairness testing
Normalized from public source
Description
Tests AI outcomes for disparate impact, proxy variables, and unfair bias.
AI / analytics pattern
AI governance + model testing + audit analytics
Automation level / stage
Emerging assurance service
Expected benefit
Trust, regulatory readiness, risk reduction
Controls / human review
Requires multidisciplinary audit, legal, cyber, privacy, and model-risk expertise.