Most companies that try AI fail because their information and workflows aren't organized for it. We come in, organize them so AI can actually use them, then we run AI on top — handling specific tasks for your team. Your data stays in Saudi.
First we tell you where AI fits. Then we get your company ready. Then we run AI for you — one task at a time.
We map your workflows and score each one. You leave with a written roadmap whether or not you continue.
We organize your information so AI can actually use it. The substrate — built once in your environment.
Each task — pre-auth, drafting, classification — becomes a managed line item. You see the cost, quality, and ROI.
A live view of jobs, costs, and ROI — visible to your team every day. Click through the full prototype below.
We go deep where the work compounds. Three sectors where Saudi companies have the most to gain — and where we can prove the foundation fastest.
One Foundation at the holding level. Subsidiaries inherit it at marginal cost.
Workflow example: cross-subsidiary financial consolidation in Arabic · vendor/contract management at group level.
Pre-auth claims organized on-prem. Doctors review drafts, not write them.
Workflow example: insurance pre-auth drafting · MOH filings · multi-site patient record search.
Firm history + partner annotations organized. AI drafts in the firm's voice.
Workflow example: recurring contract drafting · partner-voice memos · firm-confidential knowledge search.
Not in these sectors? Talk to us — we'll tell you honestly whether we're the right fit. All figures [ILLUSTRATIVE] — reference profiles per our pricing model.
Start with a diagnostic. Build the foundation when you're ready. Run AI for as long as it pays off.
A focused diagnostic. We map your workflows, score each one, and give you a clear roadmap. A written deliverable — no code yet, just a clear picture of where AI fits and what to do first.
The substrate. We organize your information and workflows so AI can use them — data infrastructure, retrieval, governance, observability. Your company becomes AI-ready. Documented and handed over.
Ongoing. We run AI on your foundation. Each task — invoice approvals, customer questions, compliance reports — is a managed line item. Add or remove as your business changes.
We make your company AI-ready and run AI on it. That's all we do — and that's why we do it well.
The market is crowded with chatbots, copilots, and AI point-solutions. Almost none of them work in production because the foundation underneath them is missing. We build that foundation.
We don't write you a hundred-page deck and disappear. Every engagement has a working deliverable. The Readiness Check ships in 3 weeks. The Foundation gets deployed. Operations runs in production.
Each customer's Foundation lives in their environment — on servers you control, in sovereign Saudi cloud, or both. You're not renting a SaaS seat. You own the substrate.
Saudi engineers who know how Saudi businesses actually work, paired with international AI engineers who've shipped at scale. Arabic-native engineering, on-prem GPU credibility, PDPL-grade governance. Anyone can plug into OpenAI. Almost nobody can make AI work inside a Saudi org, in Arabic, on the customer's terms. That is what we do.
More about the team →