01
The Challenge
A team of 8 researchers spent 2–3 hours daily searching through 50,000+ documents.
02
Our Solution
We built a RAG system with semantic search, returning ranked, cited results in under 3 seconds.
03
The Results
Each researcher saves 20+ hours per week. Complex briefs reduced from 3 days to 4 hours.
50,000+
Documents indexed
<3s
Query response time
98%
Accuracy rate
20hrs
Saved per person/week
Project narrative
Deployed a RAG system over 50,000+ legal documents enabling lawyers to query case history in plain English.
Tags & tech
PineconeOpenAILangChainRAG
Ready to build something like this?
Tell us about your goals — we'll map an approach and timeline on a short call.