AI Governance & Compliance Frameworks for the Middle East

The first complete operating manual for governing artificial intelligence inside Middle East financial institutions.

AI has moved from pilot to production across MENA banking, insurance, and capital markets faster than the governance built to contain it. Credit decisions, fraud interdiction, customer onboarding, and market surveillance now run on systems no committee yet fully governs, and the regulators are no longer waiting. SAMA, CBUAE, SDAIA, the DIFC and ADGM authorities, the Qatar Central Bank, and AAOIFI are converging on enforcement, while Sharia governance adds an obligation no imported framework was built to carry.

At its center is the MESA Framework: four harmonizing layers (a regulatory floor, a strategic compass, the operational machinery, and the technical substrate) that turn compliance from a cost into an architecture. Around it, the book operationalizes a complete governance system:

• The Five-Gate Deployment Model and the AI Governance Operating Model
• A six-pillar Model Risk Management discipline, including Sharia dual-validation
• The seven-layer AI Data Governance Stack and Halal data certification
• The AI Vendor Risk Framework, for the models you buy rather than build
• The Governance Office Blueprint, the staffing math, and a 90-day stand-up plan
• Incident response, generative AI governance, and sector playbooks for banking, healthcare, and government

Nineteen chapters and six appendices provide the full apparatus: regulatory reference tables across the GCC and broader MENA, a bilingual English and Arabic glossary, composite case studies drawn from real engagements, deployable templates, and a fifty-question MESA Self-Assessment that scores your institution's maturity and routes you to the chapters that close each gap.

With a foreword by Dr. Abdul Hameed Ali Hussain, Executive Director for Science and Technology at the Kuwait Institute for Scientific Research (KISR).

Who it is for: board directors; chief risk, compliance, and data officers; AI governance leads; model validators; vendor-risk and incident-response practitioners; Sharia liaison officers; and the supervisors and auditors who assess them.

The institutions that build this architecture will lead the next decade of MENA AI. The institutions that do not will be governed by the ones that did. This book is how you build it.