Agentic AI Reference Architecture

Governance & Compliance · Data artifact

Fairness Audit Report

Data artifactGovernance & ComplianceSafety, Security & Governancearc:FairnessAuditReport

A documented record of per-group fairness metrics, detected disparities, their severity, and the methodology used for an audit cycle.

Responsibility. Records the results of a fairness audit for accountability and disclosure.

Also known as: Bias audit report, Disparate impact report, Published fairness metrics

is produced byis audited byis read byis audited byis produced byis audited byis produced byBias Evaluator: is produced byBias EvaluatorCompliance Officer: is audited byCompliance OfficerStage Promotion Controller: is read byStage Promotion ControllerOversight Governance Committee: is audited byOversight Governance Com…Privacy-Preserving Fairness Auditor: is produced byPrivacy-Preserving Fairn…Fairness Auditor: is audited byFairness AuditorCounterfactual Fairness Tester: is produced byCounterfactual Fairness …
Direct neighbourhood (hover for relationship types)

Relationships

is read by dependency

is audited by assurance

is produced by lifecycle

Design guidance

Sources

  1. Ch9.4: T. Nguyen, "Fairness and Bias Mitigation," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 9.4. ISBN: 9798244538229.
  2. Ref9.02: "Responsible AI and Ethical Principles," unpublished reference note (02-Responsible-AI-Ethical-Principles.md), Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam supplementary materials, 2026. unpublished note