AI Legal Research for IP Law Firm
How a boutique IP law firm cut research time from 3 hours to 20 minutes — with multilingual AI running entirely on a Mac mini.
Client Overview
Client Type
Boutique IP law firm (5 lawyers)
Hardware
Mac mini M4 Pro · 64GB unified memory · 512GB SSD
Challenge
Hours researching precedents across HK, UK, and international law
Result
Research time cut from 3 hours to 20 minutes, multilingual
The Challenge
Precedent research across jurisdictions
The firm specialises in intellectual property law, requiring lawyers to research case precedents across Hong Kong, UK common law, and international jurisdictions. Each research task consumed 2 to 3 hours of a senior lawyer's time.
With cases spanning English and Chinese, lawyers needed to cross-reference bilingual materials — a time-consuming process that no cloud tool could handle privately enough for their clients' unreleased IP filings.
The Solution
Local RAG knowledge base
We set up a Mac mini M4 Pro with a custom RAG knowledge base containing over 10,000 case summaries from HK, UK, and international sources. Lawyers can now query the system in English or Chinese and get instant, cited responses.
- Instant precedent search across 10,000+ case summaries
- Bilingual queries and responses (English and Chinese)
- Whisper-powered voice dictation for hands-free research
- Citation tracking with direct links to source materials
Results
Measurable impact
It's like having a junior associate who has read every case and never forgets.
— Senior Partner, Boutique IP Law Firm, Hong KongTech Stack
Tools powering this solution
Ollama
Local LLM runtime for legal analysis and Q&A
Open WebUI
Chat interface for lawyer-friendly case research
Custom RAG
10,000+ case summaries in a local vector knowledge base
Whisper
Voice-to-text for hands-free research dictation
Hardware Used