Case studies from real engagements.
How our team has assessed AI claims, built governance, and guided procurement for organisations across the region.
Building an AI Governance Layer for a Fast-Growing Scale-Up
Three AI features in production, none of them visible to leadership. The founder's reaction after our review was the honest one, they had been moving too fast to know what they were running.
AI Vendor Due Diligence for a Private Counselling Clinic
Three vendors passed the clinic's first review. Due diligence on recorded counselling sessions showed why the cheapest would have been the most dangerous choice.
Lightweight AI Governance for an Investment Firm's Screening Tool
A previous advisor quoted six months of EU AI Act compliance for a five-user internal tool. The Act had no jurisdiction. The right-sized approach took three weeks at a quarter of the cost.
Right-Sizing AI Governance for a UAE SME
An external advisor recommended full EU AI Act alignment to be safe. The tool was internal and domestic. The right framework was certifiable, locally aligned, and cost a fraction as much.
Choosing an AI Risk Framework for a Fintech Startup's Credit Models
The startup's tech partner pushed NIST AI RMF. Its plan to onboard European users made that the wrong lens, and the right framework turned a governance task into a market access decision.
AI for Sales at a European Equipment Manufacturer
After every event the sales team came back with leads and no structured way to work them. We built a system that scores, researches, and surfaces the ones worth chasing.
AI-Powered Client Assistant for a Tax Advisory Firm
Advisors were spending real time on routine UAE Corporate Tax questions and manual scheduling. A WhatsApp assistant took over the repetitive work.
RFP Processing for a Defence and Security Firm
A defence and security firm in Dubai processed 8-10 large RFP documents a month, 80 to 150 pages each, three to four hours apiece. We built a portal that processes each one in minutes.