AI for Government & Public Services
Workflow automation, intelligent document processing, citizen services — on sovereign infrastructure.
Why AI matters in government & public services
Governments across MENA are deploying AI to modernise public services — automating case management, streamlining citizen interactions, and enabling data-driven policy-making at scale. AI-powered document intelligence processes Arabic and English forms at scale, including handwritten and scanned government documents. Decision-support systems ensure that eligibility determinations, benefits allocations, and resource decisions are made consistently and can be audited at any time.
Sovereign deployment is non-negotiable in this sector: citizen data must remain within national borders. Swibit builds every government AI system on-premises or in sovereign cloud environments — zero third-party cloud dependencies, zero data exfiltration, full compliance with national security and data residency requirements.
Use cases we deliver
On-premises bilingual LLMs for ministry workflows — document processing, case management, policy search, and internal copilots
Citizen-facing AI across web, mobile, and WhatsApp — multilingual, 24/7, integrated with existing CRM and case management systems
Decision-support systems for eligibility, permits, and benefits with explainability and HITL review at configurable thresholds
National AI readiness assessments, strategy design, and procurement framework development
AI governance frameworks aligned with ISO 42001 and international norms
Challenges we hear in this sector
Paper, scans, and legacy systems
Decades of paper records, scanned PDFs, and handwritten forms in Arabic and English block end-to-end digital service design.
Citizen trust and explainability
Eligibility, permit, and benefits decisions must be explainable to the citizen and reviewable by an officer.
Cross-ministry data boundaries
Sharing data across ministries is legally and operationally hard; AI must respect those boundaries by design.
Procurement and vendor lock-in
Many AI offerings tie ministries to foreign clouds and proprietary APIs, undermining national sovereignty goals.
Our approach
Sovereign AI platform
A shared on-prem or sovereign-cloud AI platform that any ministry can build on without re-procuring infrastructure.
Bilingual document intelligence
Arabic/English OCR and LLM pipelines tuned for government forms, handwritten input, and stamped documents.
Explainable decision support
Every recommendation ships with reasoning, source documents, and a clear officer override path.
Open standards over lock-in
Open-weights models, open APIs, and clear exit paths — your platform stays yours.
What the stack looks like
- Sovereign LLM cluster with bilingual Arabic/English fine-tunes
- Document intelligence pipeline (OCR, layout, entity extraction)
- Citizen channel layer (web, mobile, WhatsApp, IVR) with one shared brain
- Policy and case knowledge base with role-aware retrieval
- Full audit trail and ISO 42001-aligned governance tooling
What you get
National or ministry AI readiness assessment
Sovereign AI platform reference architecture and build
Two production citizen-service or back-office use cases
AI governance framework and officer training curriculum
Procurement and vendor-management playbook
A typical engagement
- 1
Assess
4–6 weeksReadiness assessment across data, people, infrastructure, and governance.
- 2
Build
3–4 monthsStand up the sovereign AI platform and ship the first two use cases end-to-end.
- 3
Scale
6–12 monthsOnboard additional ministries, formalise governance, and operate at national scale.
Regulatory posture
Case articles
AI-Powered Citizen Services: A Ministry Case Study
Sovereign AI for National Security
Policy Simulation with AI: What-If Analysis for Planners
Questions we get asked
Can this run fully air-gapped?
Yes. The full stack — models, vector store, monitoring — runs offline on national infrastructure.
Do you support Arabic handwritten forms?
Yes. Our document intelligence pipeline handles printed and handwritten Arabic and English with confidence scoring per field.
How do we avoid vendor lock-in?
We standardise on open-weights models, open APIs, and document the full exit path from day one.
Ready to build sovereign AI?
Tell us what you're working on. We respond within one business day with a clear next step.