Yango Tech AI consulting push targets the GCC pilot-to-production gap

Yango Tech Launches AI Consulting Arm as Only 31% of GCC Firms Manage to Scale AI

Yango Group has launched a dedicated AI consulting service through Yango Tech, its B2B technology division, aimed at helping enterprises and government organizations in the UAE move artificial intelligence initiatives out of the pilot phase and into production. The launch is a direct response to a stubborn regional pattern: AI adoption is widespread, but scaled, value-generating deployment remains rare.

The numbers behind that pattern come from McKinsey’s 2025 research on AI in the Gulf. According to the study, 84% of organizations in GCC countries have adopted AI in at least one business function, yet only 31% have managed to scale AI use cases across their operations. Just 11% qualify as what the consultancy calls “AI value realizers” — organizations that consistently convert AI investment into measurable business outcomes.

Yango Tech’s new service is built to close that gap. The company says the offering helps organizations identify high-impact AI use cases, assess their operational and business impact, and build clear implementation roadmaps. It also covers governance frameworks for responsible AI use, pre-pilot validation, systems integration, and the unglamorous but critical work of embedding AI into existing workflows and legacy systems — the stage where most enterprise AI projects stall.

The positioning is notable because Yango Tech is not a traditional consultancy. The division develops and deploys technology for businesses across retail, logistics, e-commerce and enterprise sectors, combining expertise in artificial intelligence, automation, robotics and data-driven technologies. The company is effectively packaging the operational lessons from its own deployments into an advisory practice, betting that hands-on implementation experience will differentiate it from strategy-first competitors.

The timing aligns with a broader push across the Gulf, where governments have made AI adoption a centerpiece of economic diversification plans. The UAE in particular has set aggressive national AI targets, and government entities are under pressure to demonstrate working deployments rather than proofs of concept. That makes the pilot-to-production gap a commercial opportunity for any firm that can credibly promise to bridge it.

For enterprises evaluating the service, the pitch boils down to sequencing: validate use cases before committing budget, design governance before scaling, and integrate with existing systems rather than building parallel ones. Whether Yango Tech can deliver scaled outcomes where most of the market has not will determine if the consulting arm becomes a meaningful business line — but the demand side of the equation, with 69% of GCC adopters still stuck below scale, is not in question.