Case Studies4 min readFor: Legal Partners
Case Study: Reducing Legal Contract Review by 90%
How a Melbourne boutique law firm deployed a custom RAG agent to automate preliminary contract analysis and risk flagging, saving 20+ hours per week.
Raj Jawanda
Lead AI Architect

The Problem: Due Diligence Bottlenecks
Anders & Co, a boutique commercial law firm in Melbourne, faced a common scaling limit. Every M&A deal required reviewing thousands of pages of supplier contracts, leases, and employment agreements. It was grueling, expensive junior lawyer work.
The Solution: 'Paralegal-1'
We worked with Anders & Co to deploy a secure, private RAG (Retrieval-Augmented Generation) system specialized in Australian Commercial Law.
Unlike public tools, Paralegal-1 was:
- Air-gapped: Running on a private Azure tenant.
- Trained on Firm Precedents: It knew the specific risk appetites of the firm's partners.
The Workflow
- Upload a Data Room (PDFs, Word docs, Excel).
- Paralegal-1 OCRs and indexes every page.
- The system runs a "Red Flag Audit" against 50 specific risk vectors (e.g., Change of Control clauses, Uncapped Indemnities).
- It generates a structured matrix report linking every finding to the specific clause page number.
The Results
- Time Savings: Initial review time dropped from 40 hours to 45 minutes.
- Accuracy: The AI caught 15% more overlooked clauses than tired junior associates late at night.
- Cost: The firm shifted from billing by hour to billing by value (fixed fee), increasing margins while delivering faster results to clients.
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