MedicalBillItemizer: Insurance Claim Decoder
Automatically extracts, categorizes, and flags suspicious line items on medical bills to help patients dispute overcharges before paying.
The Problem
Medical bills are intentionally complex with hundreds of cryptic procedure codes and charges that patients can't parse. Most people pay inflated bills because they can't identify duplicate charges, upcoded procedures, or services never rendered—costing the average family $500-2000/year in avoidable expenses.
Target Audience
Individual patients aged 30-65 who receive hospital bills and want to challenge them; also small insurance brokers and patient advocacy groups managing client appeals.
Why Now?
Post-COVID healthcare skepticism is high, and patients are more likely to question bills. Medical coding datasets are now public (CMS.gov), making this buildable without proprietary data.
What's Missing
Existing solutions require expensive consultants or appeal services that take 30% cut. There's no free/cheap self-serve tool that shows patients *exactly* what's wrong with their bill in plain language.
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