B4. Fairness Evaluation Report Central fairness evidence document. Contains per-subgroup metrics (TPR, FPR, selection rate ratio, disparity measures), threshold compliance status, and bias mitigation outcomes. Computed by the fairness evaluation suite (Fairlearn MetricFrame, AI Fairness 360) integrated into the CI pipeline. Any threshold breach blocks deployment. Responsible party: Technical SME generates. AI System Assessor reviews. Regulations addressed: Article 10(2)(f) (bias examination); Article 9(7) (testing against pre-defined metrics); Annex IV(2)(e) (validation and testing results). Key outputs

• Per-subgroup disparity metrics with threshold compliance
• Bias mitigation impact assessment