Resources

AI Governance Resources

Practical guides, frameworks, and tools to help you navigate AI governance in the UAE and beyond.

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Whitepaper

A New Taxonomy of AI Risk for the Organisations That Cannot Afford to Get It Wrong

The GUARD Framework reorganises the full spectrum of AI risk into five operational categories — Governance, Unauthorized Data Access, Attrition of Skills, Reputation, and Dollar Drain — mapping regulatory obligations from the EU AI Act, DIFC Regulation 10, and UAE federal principles into controls an SME can implement without a legal department.

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Template

AI Use Policy Template

A starting-point template for organisations that need to document their AI usage policies, acceptable use boundaries, and governance procedures across departments.

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Guide

DIFC Regulation 10 Compliance Checklist

A practical checklist for DIFC-regulated firms to assess their AI governance readiness against Regulation 10 requirements including mandatory impact assessments, human oversight, and record-keeping obligations.

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