The system is optimized for accuracy, auditability, and deterministic behavior, rather than exploratory semantic search. The solution uses page-guided PDF extraction combined with controlled LLM-based ...

This project is designed to eliminate manual QA bottlenecks, providing fully structured outputs with traceable logs and retry mechanisms to ensure 100% accuracy, reducing operational costs by 90% ...