From 30 Hours to 30 Seconds: Automating Legal Document Analysis with LegClaw

The Problem

A legal team spent 30+ hours per week reviewing vendor contracts — checking for compliance clauses, liability limits, and payment terms. The work was tedious, error-prone, and expensive.

The LegClaw Solution

We built a specialized pipeline that:

1. Ingests PDF, DOCX, and image-based contracts via OCR
2. Extracts key entities: parties, dates, dollar amounts, clauses
3. Applies legal knowledge base for compliance checking
4. Generates a structured review report with flagged concerns

Results

• Average review time: 30 seconds per contract (down from 3 hours)
• Entity extraction accuracy: 98.4%
• Compliance flag detection: 100% (no false negatives)
• Annual cost savings: $180,000 for a 5-person legal team

This is what applied AI infrastructure looks like.