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Submission + - AI vs Denial Bots: Fight Health Insurance & Counterforce Health Take On Insu (pbs.org)

Submitted by Anonymous Coward
An anonymous reader writes: Health insurers have spent years using AI, opaque algorithms, and “batch denial” systems to reject claims at scale, but a new PBS NewsHour piece shows patients starting to fight back with AI of their own. The segment highlights Fight Health Insurance, a free and OSS AI tool to help patients draft prior auth requests and appeal letters, and Counterforce Health, (non-OSS alternative). PBS’s story, “How patients are using AI to fight denied insurance claims,” frames this as an “AI vs AI” turning point in U.S. healthcare bureaucracy: if denials can be automated, what happens when appeals are, too.
All hail our new robot overloards, may they win against the other robot overloards.

Submission + - AI Arms Race Emerging Between Patients and Health Insurers

Submitted by Anonymous Coward
An anonymous reader writes: PBS NewsHour has a segment on the escalating AI battle in health insurance claims. A 2025 survey found 71% of health insurers admit to using AI for utilization management—the process that approves or denies claims. Of the 73 million Americans on ACA plans who had in-network claims denied, and less than 1% appealed. Now patients are fighting back with AI of their own. Free, open-source tools like Fight Health Insurance and the free Counterforce Health let patients upload denial letters and generate customized appeals citing relevant regulations and medical necessity arguments. Indiana University law professor Jennifer Oliva warns this is becoming an arms race: "As consumers become more empowered by these tools to fight back, the insurers will just up the ante." She also raises a darker concern—insurers may be using AI to identify patients unlikely to appeal or who "will not live through an appeal based on the time that the appeals take." Current regulation is nearly nonexistent.

Submission + - OSS AI Tool for Fighting Back Against Health Insurance Denials (sfstandard.com)

Submitted by mirro_dude
mirro_dude writes: The SF standard has an article about a new AI tool for fighting back against health insurance denials.

She began helping friends file appeals, too, then asked herself a question that’s typical for engineers: Could she figure out a way to automate the process? After a year of tinkering, she just launched her answer: Fight Health Insurance, an open-source platform that takes advantage of large language models to help users generate health insurance appeals with AI.

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