The challenge
A legal firm was spending thousands of billable hours on routine contract review. They needed a solution that could extract key clauses, flag risks, and summarise documents — without compromising accuracy.
Our approach
We built a custom LLM pipeline fine-tuned on Zambian contract law, with a human-in-the-loop review interface. The system extracts clauses, flags anomalies, and generates structured summaries for partner review.
The outcome
Contract review time dropped by 75%. Partners spend their time on strategy and client counsel, not document processing. The firm has taken on 40% more clients with the same team.
0%
Review time reduced
0%
More clients served
0%
Clause extraction accuracy
Technology stack
PythonOpenAILangChainReactAWS