EXL’s Medical IDP combines Xtrakto.AI extraction with a fine-tuned insurance LLM to summarize and query records.
EXL released a Medical intelligent document processing solution on AWS that pairs two AI applications to review claims and underwriting records. Xtrakto.AI handles ingestion, splitting, classification, extraction, and enrichment without preconfigured templates. The EXL Insurance LLM adds summarization, natural-language querying, and structured output generation fine-tuned on insurance and medical data.
Medical records often run several hundred pages and span chiropractic notes, lab results, operative reports, emergency room visits, and psychiatric evaluations. EXL employs more than 50,000 professionals and has served Fortune 500 organizations for over 25 years across insurance, healthcare, banking, and other sectors.
Manual review costs adjusters more than 100 minutes per case and introduces inconsistent interpretations of the same clinical data. Automating extraction and summarization can shorten settlement timelines, reduce indemnity costs, and improve traceability for teams handling high claim volumes.
EXL positions the combined pipeline as an end-to-end system for enterprise scale, and its value depends on extraction accuracy across dozens of document types. Buyers should track how the insurance LLM handles ICD and CPT codes, traces its reasoning, and supports regulatory review.
What matters
- EXL built the Medical IDP solution on AWS using computer vision, NLP, and agentic workflows.
- Adjusters spend over 100 minutes per case reviewing records, so automation cuts cost and delay.
- Watch how EXL measures extraction accuracy and traceability across hundreds of document types.
Why it matters
Watch how EXL measures extraction accuracy and traceability across hundreds of document types.
This GenAI News article was prepared in original wording using reporting and materials published by AWS Machine Learning Blog. Source reference: https://aws.amazon.com/blogs/machine-learning/reducing-medical-claims-review-time-with-ai-on-aws-the-exl-medical-idp-solution/.
Drafted by the GenAI News review pipeline.