Knowledge retrieval
Overview
Precedent search and brief generator over 50 curated docs with PII pre-classifier. Precedent search 45min → 90s; brief 4h → 35min.
The challenge
The client faced operational challenges requiring an innovative solution.
The solution
We built a thoughtful solution combining cutting-edge AI technologies with software engineering best practices to achieve the desired outcomes.
Outcomes
Result:Precedent search 45min → 90s; brief 4h → 35min
Tech stack
Related work
Commercial & corporate law firm · Riyadh
Arabic-first precedent and regulatory-lookup assistant grounded in 380 Saudi Commercial Court judgments, Vision 2030 regulatory circulars, and SAMA guidelines. Case-research time drops from 3 hours to 18 minutes; junior-associate billable utilisation rises 31%.
Result:Case research 3h → 18min; junior billable utilisation +31%
British-curriculum school group (4 campuses) · Riyadh
Arabic-first internal KB for 280 teaching and administrative staff, grounded in school policies, IGCSE marking schemes, and ADEC inspection frameworks. New-teacher induction time falls from 4 weeks to 9 days; policy-query tickets drop 73%.
Result:Teacher induction 4 wk → 9 days; policy tickets −73%
Commercial & arbitration law firm (45 lawyers) · Abu Dhabi
Directus-backed bilingual knowledge base exposing 2,400 UAE commercial law documents, ADGM precedents, and internal matter templates — with AI search, citations, and role-scoped access — cutting junior lawyer research time from 3 hours to 22 minutes.
Result:Research time 3h → 22min; Tier-1 supervisor queries −58%
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