Intelligent Document Processing
Impact75% time reduction
Automation75%
Accuracy92%
Documents/Day5K+
Overview
Built an intelligent document processing pipeline for an insurance company to automate extraction of key information from claims documents. The system handles various document formats and handwritten content.
The Challenge
Claims processors were spending hours manually entering data from paper and PDF documents, leading to delays and errors in claims processing.
The Solution
Implemented Azure Form Recognizer with custom models trained on their specific forms, combined with NLP entity extraction for unstructured sections. Built a review interface for exception handling.
Key Results
75% reduction in manual processing time
92% extraction accuracy
Processing 5K+ documents daily
Tech Stack
Azure Form RecognizerAzure Cognitive ServicesPythonspaCyReactPostgreSQL