discrimination impact assessment

An audit instrument proposed to evaluate whether AI systems produce discriminatory outcomes, documenting methodologies for detecting bias, prescribing mitigation measures, and informing liability, oversight and possible regulatory interventions.

A structured assessment conducted prior to deployment and periodically thereafter to identify, measure and mitigate systemic biases and unfair outcomes affecting protected or vulnerable groups, including testing, remediation plans and monitoring requirements described in the Guidance.