Panel Member, UAE NESA IAS. Core Member, UAE PDPL drafting team. Contributor, KSA NCA ECC1:2018. Active security clearance for UAE critical infrastructure entities. Twenty years across banking, oil and gas, and government — often simultaneously.
The Pattern I Kept SeeingOrganisations with genuine AI ambition, real budgets, and board mandate could not move from pilot to production.
Not because the technology failed. Because governance was retrofitted too late, by generalists who did not know the specific regulatory context. QI Lab exists to fix that from the inside.
Defensible, multi-layered decision-making architecture for agentic AI. Validated across 18+ use cases. Paper under peer review at the Journal of AI Research.
NIST OSCAL machine-readable compliance automation. Converts static compliance documents into executable, continuously monitored code artifacts.
Agentic AI predictive risk platform built on Deloitte risk taxonomy. Weekly KRI analysis, automated risk register, early warning signals.
Automated privacy assessments, control mapping, gap analysis, continuous monitoring for UAE PDPL, KSA NDMO, and Qatar PDPL.
References available on request: Mr. Saood Aljanebi (former NESA MD), Mr. Jamal Al Nuaimi (former CEO, Etisalat). CIO Majlis, UAE Ministry of Economy. DIFC FinTech Hive mentor. ISACA COBIT active contributor.
And a regulator has your attention, let's talk. Free 30-minute briefing, no commitment.
WhatsApp "BRIEF" — +971 50 365 6844 →