Policy & Ethics
An Enterprise Checklist for AI Model Governance: Auditing Fairness, Transparency, and Accountability
This article provides a practical checklist for enterprises to audit and implement AI model governance, focusing on fairness, transparency, and accountability. It synthesizes core principles and actionable controls to ensure ethical, compliant, and performant AI systems.
Rui Almeida·October 25, 2026