ADVISORY
Transition from ‘black box’ to ‘glass box’: The AI governance framework for UAE leaders
This article outlines a strategic AI governance framework for UAE organizations, supporting the UAE National Strategy for Artificial Intelligence 2031. It addresses the “black box” problem in AI decision-making and proposes a shift to transparent “glass box” systems. Key components include data integrity, explainable AI (XAI), human-in-the-loop accountability, and continuous auditing aligned with standards like ISO 42001 and NIST AI RMF. The article also explores quantum risks and offers practical steps for future-proofing AI governance. Grant Thornton UAE provides tailored support to help UAE enterprises lead in ethical, compliant AI adoption.