AI Governance · UAE & GCC
From AI policy to provable control.
RYR is an AI governance and cyber resilience consulting practice for the UAE and GCC — turning board-level intent into controls you can prove, aligned to ISO/IEC 42001, NIST AI RMF, and the EU AI Act.
Five pillars of practice
Operating models and control frameworks that stand up to regulators and boards.
02 AI Risk ManagementModel, vendor, and lifecycle risk managed as a discipline, not a disclaimer.
03 Sovereign AINational-scale AI strategy with data, compute, and control kept in-jurisdiction.
04 Cyber ResilienceZero Trust architectures and OT security for critical national infrastructure.
05 Data GovernanceThe trust layer under every AI system: lineage, quality, and privacy engineering.
Governance maturity
- Reactive
- Managed
- Sovereign
Advisory services
The operating model, roles and controls that turn an AI policy into provable governance.
View service Service · AI Governance ISO 42001 certification, from gap to audit.Gap assessment to certification: an AI management system (AIMS) your auditors can verify.
View service Service · AI Risk NIST AI RMF, implemented as a working assurance framework.The NIST AI Risk Management Framework operationalised into controls, mapped to ISO 42001.
View service Service · Assurance Independent AI auditing that tests the control, not the claim.Independent assurance over models, data pipelines and third-party AI, with a tested evidence trail.
View serviceLatest insights
What ISO 42001 is, how it is structured, who needs it, and how certification actually works.
AI Governance AI governance frameworks compared: which standard answers which question.ISO/IEC 42001, NIST AI RMF and the EU AI Act, compared by what each is for and how they fit together.
AI Governance AI governance defense in depth: engineer control, don't declare it.Why one AI policy fails, and how layered controls from inventory to oversight prove governance.
Why RYR
As an AI governance and cyber resilience consulting firm in the UAE, RYR sits where AI governance, cybersecurity, and digital sovereignty meet — advising boards and executive committees across the GCC on secure AI adoption and the digital trust it depends on.
Executive briefing
Bring your AI estate under provable control.
A 45-minute briefing for boards and executive committees: where you stand against ISO/IEC 42001 and NIST AI RMF — no sales deck.