Research &
Publications.
wesolutions Research is the firm's in-house publishing programme. Our flagship annual is The Gulf Sovereign AI Index. Our quarterly briefings track localisation, regulatory and infrastructure shifts across the six GCC countries.
The Gulf Sovereign AI Index — 2026 edition.
A transparent composite of fourteen public indicators across five pillars — compute, foundations, governance, capital and adoption — for the six GCC states. Every value, weight and source is published, with a sensitivity test.
Research built on public sources. Every figure carries a reference.
The Gulf Sovereign AI Index 2026.
A transparent composite of 14 public indicators that ranks the six GCC states on sovereign AI readiness across compute, foundations, governance, capital and adoption.
Evolved Nitaqat 2026 and the profession-level Saudization wave: what changes for ICT vendors.
How the 2026–2028 Nitaqat cycle and the 2025–26 profession-specific quotas combine into a blended Saudization requirement well above the 25% ICT floor.
In-Country Value in UAE procurement: how the formula scores an ICT vendor, and what changed in 2025–26.
The published MoIAT formula, a worked example for a technology services vendor, and the certification changes that bid teams are still under-modelling.
Qatarization Law 12 of 2024, eighteen months on: what the private-sector regime means for technology vendors.
The statute, the 2024–2030 workforce strategy around it, and the practical implications for how technology firms staff and contract in Qatar.
Arabic-first evaluation for production AI systems.
Why English-first evaluation fails in the Gulf, what the published Arabic benchmarks actually measure, and how to design an evaluation harness that survives a regulator's model-governance review.
Why the senior lead has to be the engineer.
Large technology programmes fail in a fat-tailed, existence-threatening way. The published evidence, read against the economics of the consulting pyramid, points to one structural fix: put authority and technical judgment in the same person.
Bahrain's Tamkeen as a commercial lever, not an HR programme.
The Labour Fund's published wage-support tracks change the unit economics of a Bahraini engineering hire by enough to belong in the bid model, not the HR appendix.
Oman's Omanisation turn: the 2023 Labour Law, the 2024 contracting bar and Decision 411 of 2025.
The Sultanate has moved Omanisation from quota tables to enforcement infrastructure — a compliance certificate, a bar on government contracting, a floor for foreign investors, and a named schedule of reserved ICT professions.
Reducing deal-screening cycle time at a GCC sovereign wealth fund.
An investment office screening more than four thousand opportunities a year was burning seventy percent of its analyst capacity on the first forty-eight hours of triage. We embedded a fourteen-person pod inside the office for eleven months and shipped an agentic investment-memo system into production in week ten.
Predictive operations across an upstream asset at a Tier-1 national oil company.
An upstream asset producing several hundred thousand barrels per day was losing material production hours to unplanned shutdowns on rotating equipment. We embedded a twenty-two-person pod for fourteen months and shipped a predictive-operations agent that now governs maintenance scheduling across more than four hundred critical assets.
Re-architecting a federal ministry's flagship citizen-services platform.
A federal ministry's flagship citizen-services platform was handling several million transactions a year on an architecture that had reached the end of its useful life. We embedded an eighteen-person pod for nine months and shipped a re-architected platform with an Arabic-first conversational layer that now handles a majority of citizen interactions without escalation.
Real-time SME credit decisioning at a Tier-1 GCC bank.
A Tier-1 GCC universal bank wanted to compress its SME credit-decisioning cycle from a multi-week process into a same-day decision without relaxing its underwriting standards. We embedded a twelve-person pod for seven months and shipped a real-time decisioning system that the bank's chief risk officer governs personally.
Capital-allocation agent for a national telecom operator's network-investment programme.
A national telecom operator was deploying a multi-billion-riyal annual network-investment programme through a planning process whose spreadsheet backbone had outgrown its institutional memory. We embedded a sixteen-person pod for eight months and shipped a capital-allocation agent that the operator's CFO and CTO now use jointly to govern the programme.