Fight Health Insurance Introduction
Fight Health Insurance is an open-source AI platform that helps users generate effective health insurance appeal letters by analyzing denial letters and automatically crafting customized appeals.
View MoreWhat is Fight Health Insurance
Fight Health Insurance is an innovative platform created by Holden Karau, a former tech worker from companies like IBM, Apple, and Google. The platform was born out of personal experience with health insurance denials and aims to make the appeals process more accessible to everyone. With the slogan 'Make your health insurance company cry too,' this free tool leverages artificial intelligence to help patients fight back against insurance claim denials, addressing a critical need given that only about 0.1% of Affordable Care Act patients currently appeal rejected claims.
How does Fight Health Insurance work?
The platform works by first allowing users to scan their insurance denial letter either locally on their device or through the platform's servers. Using optical character recognition (OCR) technology, the system processes the denial letter's content. Then, leveraging multiple AI models (including Dolly 12b, BioGPT, and fine-tuned Falcon 7B) combined with California's public insurance data, the platform generates several customized appeal letters for users to choose from and modify. The system specifically addresses the reasons for denial and helps create comprehensive appeals supported by relevant documentation and evidence.
Benefits of Fight Health Insurance
The platform offers several key advantages for users fighting insurance denials. It significantly reduces the time and complexity involved in crafting appeal letters, making the process more accessible to those who might otherwise give up. The tool is free and open-source, ensuring anyone can use it regardless of their financial situation. Most importantly, it empowers patients to fight back against insurance denials with professionally crafted appeals, increasing their chances of success - especially important given that most denials can be successfully appealed if properly challenged. The platform also maintains user privacy by offering local processing options for sensitive medical information.
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