Kaabah Legal brings AI drafting inside SAMA-regulated boundaries
A Riyadh-based law firm serving SAMA-regulated clients deploys Operayde to get AI drafting without breaching the data-residency clauses their clients insist on. Cutover in 23 minutes; first client-billable minute at day 3.
- Time-to-first-billable
- 3 days
- Data-residency breaches
- 0
- Draft-to-review time
- −54%
- Appliance seats
- 28
The residency problem
Kaabah Legal's core practice — advising SAMA-regulated banks and insurers — requires that no client matter leave Saudi Arabia. The firm's existing drafting workflow was manual: templates in Word, precedent searches in a local document management system, no AI assistance at all, because every cloud LLM they evaluated refused to commit in writing that data would stay in-country under PDPL Article 29.
The managing partner's brief was precise: "If you can show me an AI that operates entirely on our hardware, audited, with every document signed, I'll sign the PO the same week."
What the appliance changed
A single S0 appliance — one L40S, 96GB RAM, mounted in the firm's Riyadh office — serves 28 lawyers today. Llama-3.3 70B runs locally for drafting; the Operayde gateway logs every prompt into a signed audit chain the firm retains for the seven years PDPL compliance requires.
Kaabah's IT partner handled the physical install; Operayde's zero-touch enrolment meant the appliance was enrolled, OPA-bundled, and answering its first test prompt in 23 minutes. Three days later, the first real client memo drafted through the appliance was billed out.
What shifted
Draft-to-review time on standard facility-agreement memos dropped by 54%. More importantly: zero prompts, zero documents, zero client names have left the Kingdom since cutover. The firm's compliance officer now uses the monthly signed audit export as the substrate for her client DPIA addenda — a posture none of the SaaS alternatives could match.