Contract reader AI for small law firms

Upload any contract and get a plain-language summary, flagged risky clauses and suggested edits — trained on local contract patterns with a lawyer-in-the-loop review option.

Target audience

lawyers and small firms

Problem solved

Small firms cannot afford senior lawyers to review every contract.

Solution

Fine-tuned language model + clause database + human review escalation.

Technologies

Python, LangChain, OpenAI API, vector database

Monetization

Per-document fee + firm subscriptions

Challenges

Legal accuracy liability; building trust with firms.

Improvements

Add Urdu contract support; partner with bar councils for credibility.