Professional services
Contract review copilot
An assistant that reads contracts, flags risky clauses against the firm's playbook and drafts suggested edits.
- Client
- Commercial law firm
- Industry
- Professional services
- Timeline
- 10 weeks
Results
70%
faster first review
100%
of flags cite the source clause
0
documents leave the firm's cloud
The challenge
Associates spent hours on first-pass reviews of routine agreements, and quality varied with workload.
What we did
- 01
Turned the firm's review playbook into structured, testable rules
- 02
Built clause extraction and risk flags that cite their source
- 03
Drafted suggested edits inside the editor lawyers already use
- 04
Kept all documents inside the firm's own cloud environment
Built with
- Claude
- Azure
- Python
- SharePoint
- spaCy
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