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Reducing a $163,000 hospital bill

Matt Rosenberg asked Claude to compare each billed code with what Medicare pays.

Profession
Patient, Caregiver
Tools
Claude, ChatGPT
Source
aol.com ↗
Country
🇺🇸 United States
Found via
agentusecases.ai (Alex Finn) ↗
Report date
no date
Verified on
October 25, 2026
Illustrative photo: Health sector

What they did

He obtained the coded form of the bill and asked Claude for a spreadsheet with the amount Medicare pays for each procedure, flagging what deserved a closer look. Claude found unbundled charges and questionable items; he checked with ChatGPT, verified for 20 minutes and wrote the letter.

How it went

The report describes a large reduction in the negotiation.

Good to know

Use two AIs and check for yourself, as he did. In Brazil, ask for the itemized bill and compare it with your health plan's or the ANS (the national health agency) price table.

The prompt

Here is the hospital's itemized bill: [paste items, codes and amounts]. Build a table with each item, the amount charged and a price reference from [reference table], and flag duplicates, unbundled items or anything inconsistent with [procedure]. Write a letter requesting a review.

Replace what is in [brackets]. Prompt written by us from the account, not a literal copy of the source. Do not paste other people’s personal data (privacy laws such as LGPD and GDPR apply).

Summary in our own words. Results as stated in the original account; we have not tested or audited them. Read the source ↗ Case found via agentusecases.ai (Alex Finn); text and prompt rewritten by us. Found a mistake?

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