Legal / Professional Services Case Study

Enterprise RAG System for Legal Firm — 10x Faster Contract Research

XPndAI built a private RAG system for a top-10 Indian law firm that lets lawyers query 50,000+ case files, contracts, and judgements in natural language — cutting research time from hours to minutes.

10xFaster legal research
50K+Documents indexed
0External data exposure
3 wksBuild + deploy time

The Challenge

The firm maintained 50,000+ documents — contracts, judgements, client briefs, regulatory filings — across 15 years of practice. Junior lawyers spent 3–6 hours per case on research and precedent finding. Senior partners had no reliable way to query institutional knowledge. Contracts were being drafted without consistent cross-reference to prior firm work.

What XPndAI Built

XPndAI built a private, air-gapped RAG (Retrieval-Augmented Generation) system deployed on the firm's own AWS environment:

  • Document Ingestion Pipeline — PDF, DOCX, and scanned document processing with OCR; structured chunking by document type (contract clause, judgement paragraph, regulatory section)
  • Private Vector Database — all embeddings stored on-premise; zero data leaves the firm's AWS environment
  • Semantic + Keyword Hybrid Search — combines meaning-based retrieval with exact-term matching for legal precision
  • Matter-Scoped Queries — lawyers can restrict searches to a specific client matter, practice area, or date range
  • Citation Tracing — every AI answer includes exact source document, page, and paragraph — no hallucination risk for legal use

Tech Stack

Claude 3.5 Sonnet (private deployment)LlamaIndexpgvector (PostgreSQL)Python / FastAPIAWS (VPC, EC2, S3)Custom OCR pipelineReact frontend

Results

10xFaster legal research
50K+Documents indexed
0External data exposure
3 wksBuild + deploy time

"We asked it a question that would have taken a junior 4 hours to research. It came back in 40 seconds with 8 relevant precedents and exact citations. That is what we needed."

— Managing Partner, Law Firm

Project Details

IndustryLegal / Professional Services
ClientTop-10 Indian law firm (confidential)
Delivery4–6 weeks
ModelFixed price

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