AI-Powered Claims Processing for National Insurer
Reduced claims processing time by 73% and improved accuracy to 96.4% using a custom NLP pipeline and intelligent document processing system.
73% faster claims processing
96.4% extraction accuracy
$4.2M annual savings
85% reduction in manual review
Challenge
A Fortune 500 insurance company processed over 2 million claims annually, each requiring manual review of documents, policy verification, and damage assessment. The average processing time was 14 days with a 12% error rate.
Solution
We built an intelligent document processing pipeline combining OCR, NLP entity extraction, and a fine-tuned classification model to automatically triage, extract, and validate claims data.
Results
The system now processes 85% of routine claims automatically, reducing average handling time from 14 days to 3.8 days while improving accuracy from 88% to 96.4%.