Government & Sovereign AI Technologies
The stack a modern state runs on: cabinet copilots, citizen services, sovereign model serving.
The Gulf's governments are the region's most consequential builders of sovereign AI. They are not consumers of Silicon Valley licenses; they are operators of national platforms. wesolutions builds the software those platforms run — the cabinet copilots, the citizen agents, the evaluation harnesses, the guardrails — inside the customer's own sovereign perimeter, with full IP transfer and a locally-owned handover.
Sovereign AI in the Gulf is not a slogan. It is a set of concrete technical decisions: which cloud, which model, which evaluation harness, which guardrails, which data-residency posture, which incident-response runbook. We make those decisions with the customer, we implement them inside the customer's own tenancy, and we hand them over to the customer's own engineers.
Our government practice is organised around three product surfaces: cabinet-level decision copilots for ministers and permanent secretaries, citizen-service agents for high-volume public interfaces, and national sovereign-AI platforms that other ministries build on top of.
Every production system ships with a DPIA, a model-risk file, a red-team report, an Arabic-first evaluation harness and a signed operational-readiness review. Nothing goes live without the customer's compliance function's counter-signature.
Cabinet-level decision copilots and briefing pipelines
Bilingual citizen-service triage, drafting and case-management agents
Sovereign document intelligence for archives and legislative corpora
National sovereign-AI reference platforms (model serving, evaluation, guardrails, MLOps) inside SDAIA-aligned, G42 and Azure UAE tenancies
AI regulatory sandboxes and evaluation harnesses for national AI authorities
1.4M Arabic citizen requests triaged in 90 days at a federal ministry, no caseworkers added.
Median response time on citizen requests reduced 71%, citizen-satisfaction index up nine points.
First national sovereign-model evaluation harness accepted by a Gulf AI authority.
Federal ministry · citizen-request triage
A five-person pod delivered a bilingual triage-and-drafting agent inside a federal ministry's Azure UAE North tenancy. 1.4M requests triaged in 90 days, median response time down 71%, citizen-satisfaction index up nine points quarter-on-quarter.
National data office · sovereign-model evaluation harness
Twenty-week engagement to design and deliver a sovereign-model evaluation harness — bias, safety, refusal, Arabic-dialect coverage — for a national AI authority. Accepted as the reference harness for a new national AI sandbox regime.
Cabinet office · briefing pipeline
A cabinet-level briefing pipeline for a GCC ministry of finance, running inside the ministry's SDAIA-aligned tenancy. Weekly cabinet packs generated with source-linked retrieval, cleared by senior civil servants before dispatch.
Every engagement runs on infrastructure the customer's regulator has already cleared. Nitaqat Platinum / Emiratisation Gold thresholds exceeded by construction. Full IP transfer. Academy engineers embedded from week one and hired by the client at handover in most cases.
- SDAIA-aligned tenancy · G42 · Azure UAE North · Oracle KSA Sovereign
- Arabic-first LLMs and evaluation harnesses
- Retrieval, guardrails, evaluation, MLOps
- Bilingual operator UIs