Comparison Against Baseline Systems
Rule-Based Systems
High False Positives ~38%
Document-Level Only
No Adaptive Learning
NLP-Augmented Systems
Moderate False Positives
Partial Cross-Document
Limited Document Adaptability
AI Multi-Document Correlation Framework
Low False Positives ~9%
Full Cross-Document Correlation
Continuous Adaptive Learning from Audit Feedback