# Using Generative AI to Challenge Health Insurance Coverage Denials Patients are leveraging new AI tools to successfully appeal wrongful medical insurance coverage denials. - **Source:** [TIME](https://time.com/) - **Published:** 2026-11-12 - **Topic:** [technology](https://brifing.si/c/technology) - **Original article:** - **On Brifing:** https://brifing.si/s/5fae9efd-a450-409d-8ee0-53b4bbda9953 ## The Rise of AI Appeals Patients are increasingly using generative AI to challenge health insurance coverage denials for medications and procedures. Tom Whitehead, a patient with Crohn’s disease, successfully used the AI tool Claimable to overturn a denial for his Remicade treatment. This shift empowers individuals to fight back against complex insurance bureaucracies that frequently reject claims. ## Widespread Coverage Denial Issues A recent survey of over 4,500 working-age adults with private insurance revealed that 21% experienced a coverage denial within the past year. Despite this, only half of those affected attempted an appeal. Many patients feel intimidated by the paperwork, leading to significant medical debt, with half of those bills exceeding $1,000. ## Specialized AI Assistance Tools Various platforms now assist patients with different aspects of the insurance process. Claimable charges $40 per appeal, while Fight Health Insurance provides free letter-drafting services. Other tools like Billyze and Mediloop focus on auditing medical bills for errors and negotiating lower costs, ensuring patients are not overcharged for their necessary medical care. ## Technological Breakthroughs in 2024 The ability to build these systems only became viable in early 2024 when open generative models reached sufficient maturity. Founders like Holden Karau and Melanie Warrick leveraged publicly available data from state regulators to train their models. This allows AI to mirror successful legal arguments previously used to overturn insurance company decisions. ## Overcoming Information Asymmetry A major hurdle in building these tools is that insurers hold most data regarding why claims are denied. Developers circumvent this by analyzing regulatory records to identify successful appeal language. If a regulator in California previously overturned a specific denial, the AI incorporates that precedent into new letters to strengthen the patient's case. ## Economic Impact on Insurers Warris Bokhari, founder of Claimable, aims to make it more expensive for insurers to deny care than to approve it. By providing patients with articulate, evidence-based arguments, these tools force insurers to reconsider automated denials. The goal is to shift the financial burden back to the companies, potentially reducing systemic claim rejections. ## Patient Empowerment and Access For patients like Tom Whitehead, the right medication is essential for preventing costly complications. His insurer initially denied his Remicade, leading to hospitalizations for kidney stones and severe symptoms. After the AI-assisted appeal was approved, his health stabilized, demonstrating that proper treatment can ultimately save insurers money by reducing long-term medical complications. ## Future of Healthcare Advocacy While these AI tools provide immediate relief, founders express a desire for a system where they are no longer necessary. The ultimate goal is a healthcare environment where access is not hindered by complex, wrongful denials. Until then, these platforms serve as a critical bridge for patients navigating an opaque insurance landscape. ## Sources covering this story - https://time.com/article/2026/11/12/how-ai-can-help-you-appeal-health-insurance-denials/ — --- _Summary written by Brifing from the original reporting. Copyright in the original article belongs to its publisher; read the full piece at the link above._