Bias audits for AI hiring tools are increasingly a compliance and procurement requirement. In this article, Shea Brown, CEO of BABL AI, explains how a bias audit works in practice, including how to choose the right metric, what data to use, how NYC Local Law 144 fits in, and how BABL AI conducts independent audits under ISAE 3000.