Contract Risk Analysis
Overview
An applied AI platform that accelerates contract review by automatically segmenting long-form legal agreements into standardized clause taxonomies, identifying non-standard liability obligations, and computing risk severity scores.
AI Pipeline & Parsing
Engineered the layout-aware document ingestion pipeline, semantic embedding similarity classifier, risk evaluation rubric, and structured JSON report generator.
Technical implementation
Python and FastAPI backend utilizing legal NLP embeddings, hierarchical PDF parsing, and custom heuristics calibrated for non-standard clause identification.
48
Clause Types Classified
<1.2s
Parsing Speed / Page
0.93
Classification F1 Score
Results & Efficiency
Reduced manual contract review time by over 70% in benchmark tests while maintaining high sensitivity for critical indemnification and unilateral liability clauses.
70%
Review Time Saved
96.5%
Critical Risk Recall
94%
Audit Accuracy