how to implement the UAE’s 12 AI principles
We translate the UAE AI Charter (July 2024) into concrete governance, risk, and compliance actions mapped to KPMG’s Trusted AI framework. By aligning with global standards such as the EU AI Act (2024), OECD, and UNESCO, we show how to embed human-centric controls across the AI lifecycle—strategy to monitoring. Early adopters gain compliance readiness, mitigate ethical and safety risks, and unlock innovation with confidence.
Points clés
- the UAE AI Charter sets 12 principles prioritizing human oversight, safety, transparency, privacy, fairness, inclusivity, and legal compliance
- the charter is aligned with global benchmarks, including the EU AI Act (2024), OECD and UNESCO guidance, and the UAE AI Strategy 2031
- KPMG’s Trusted AI framework (10 principles: fairness, transparency, explainability, accountability, privacy, security, safety, data integrity, reliability, sustainability) operationalizes the charter across the AI lifecycle
- a detailed mapping links each UAE principle to Trusted AI controls, enabling explainability, bias audits, governance, and human-in-the-loop oversight
- the whitepaper extends every principle to agentic AI, adding requirements for traceability, escalation, simulation testing, and auditable “agent passports”
- recommended actions: run a principles gap and risk inventory; stand up a cross-functional AI governance board; adopt ethics-by-design; prepare for EU AI Act documentation and testing; educate stakeholders
- compliance anchors referenced include NIST AI RMF and ISO/IEC 42001 for management systems and safety practices
- tooling cited spans IBM Fairness 360, Microsoft Fairlearn, Google What-If, SHAP/LIME, formal verification and adversarial testing frameworks
- KPMG Middle East LLP—part of the KPMG global organization across 143 countries—provides regional governance and risk support
- contacts include Emilio Pera, Robert Ptaszynski, Matin Jouzdani, and Joe Devassy for implementation guidance in the Middle East
À retenir
Start small, but start now: inventory your AI systems, assign owners, and add human-in-the-loop where it matters—because “the algorithm did it” is not a defense. Borrow shamelessly from proven frameworks (yes, even the ones with scary acronyms) to bake in privacy, transparency, and bias checks by default. And please document everything; future-you (and your regulator) will thank you—ideally with fewer 2 a.m. compliance fire drills.
Sources
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