Bias Detection & Fairness Auditing
Testing AI outputs for systematic group-level disparity and documenting mitigations.
What is Bias Detection & Fairness Auditing?
Bias detection evaluates whether a model or workflow produces materially different outcomes across protected groups. It is required for high-risk EU AI Act systems and increasingly expected by procurement teams. See Bias Detection & Fairness Auditing.
Putting Bias Detection & Fairness Auditing to work?
VDF AI runs governed AI agents on your own infrastructure — on-premises, sovereign cloud, or air-gapped. Book a working session to map the architecture.
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