Case file 01 — Co-founder & Lead Engineer
FASL
Multi-agent AI that drafts Moroccan legal appeals end-to-end.
58.4KSearch impressions in 28 days · Google Search Console
Article 01 — The problem
Drafting an appeal memo in Morocco means hours of case analysis, digging through legal codes, and careful Arabic legal writing — with no tooling built for how Moroccan lawyers actually work.
Article 02 — The procedure
- §1Built a multi-agent pipeline that carries a case from analysis to a polished legal memo: case analysis → document retrieval → draft generation → final review.
- §2Engineered a RAG pipeline over Moroccan legal codes so every citation is grounded in real law, minimizing hallucination in a domain where mistakes are expensive.
- §3Kept lawyers in control with a human-in-the-loop rich-text editor for reviewing and refining every draft before it leaves the building.
- §4Designed the product Arabic-first with full RTL support, because the legal system runs in Arabic — not in translation.
Due process — how a case moves through the agents
01
Case analysis
An agent reads the case file and extracts the legal issues at stake.
02
Retrieval
RAG over Moroccan legal codes surfaces the articles and precedents that apply.
03
Drafting
A drafting agent composes the appeal memo, grounded in the retrieved law.
04
Human review
The lawyer refines the draft in a purpose-built Arabic legal editor.
Exhibits — entered into evidence
Exhibit A — the platform
Exhibit B — in hand
The verdict
- Live in production at fasl.ma with lawyers reaching out inbound.
- 58.4K organic search impressions and 1.45K clicks in the last 28 days — 95.3K impressions over 3 months at average position 6.2 (Google Search Console), zero ad spend.
- Next.js
- TypeScript
- Claude & Gemini
- RAG
- PostgreSQL
- Prisma
- n8n
- TipTap