Legal Corporate Law Firm
Legal Contract Review: AI-Assisted Due Diligence
A law firm cut contract review time by 50% using AI to extract clauses, flag risks, and compare against playbooks.
The Problem
A corporate law firm handling M&A and commercial contracts spent hundreds of billable hours on due diligence. Associates manually extracted key clauses—indemnification, termination, liability caps—from hundreds of pages per deal. Inconsistencies between playbooks and negotiated terms were easy to miss, creating risk.
The Solution
We built an AI-assisted contract review system that:
- Extracts structured clause data from PDF contracts using fine-tuned extraction prompts
- Compares against firm playbooks to highlight deviations and non-standard terms
- Flags high-risk clauses (e.g., unlimited liability, broad indemnification) for immediate attention
- Generates summary reports for partner review, with links back to source sections
The system does not replace attorney judgment—it surfaces what matters faster. All outputs are reviewed before use in client deliverables.
The Outcome
- 50% reduction in time spent on initial contract review
- Fewer missed deviations thanks to systematic playbook comparison
- Consistent risk flagging across deals, reducing variability between associates
- Scalable process that handles larger deal volumes without proportional headcount growth
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