We're not pretending to do everything. We go deep where Saudi companies have the most to gain — and where we can prove the work fastest. Each sector shares three structural features: lots of Arabic documents, multi-location complexity, and a substrate gap that AI applications keep tripping over.
The opportunity: Data scattered across 3–10 subsidiaries with different ERPs, different teams, different document piles. We organize it once at the holding level — then every subsidiary inherits the same Foundation at marginal cost.
[ILLUSTRATIVE] reference engagement profile — not a specific customer outcome.
What AI handles, per subsidiary:
The opportunity: Patient records, MOH filings, insurance claims — stuck in your existing systems and people. We organize them so AI handles the routine parts. Doctors spend more time on patients, not paperwork. Data never leaves your premises.
[ILLUSTRATIVE] reference engagement profile — not a specific customer outcome.
What AI handles, per clinic site:
The opportunity: Your associates spend more than half their time on documents the firm has done before. We organize your firm's history — contracts, prior memos, partner annotations, matter records — so AI drafts the first version in the firm's voice. Partners review; they don't write.
[ILLUSTRATIVE] reference engagement profile — not a specific customer outcome.
What AI handles, per practice:
Strong substrate fit but not our active outbound focus in Year 1–2. We take inbound; we won't outbound here until anchor + priority-sector pipeline is saturated.
Customs, dispatch, Arabic documentation. Substrate fit is strong.
Contract-heavy, document-heavy. Multi-site complexity.
Multi-location ops, Arabic customer interactions. Scale-dependent.
Multi-property ops, Arabic guest interactions. Larger groups only.
Wrong fit for our model. We won't pretend otherwise. We refuse RFPs in these categories and will refer you to a firm that fits.
Not sure where you fit? Get in touch — we'll tell you honestly.