Healthcare patients facing insurance claim denials are getting unexpected help from technologies like AI that can write customized appeal letters, potentially turning the tide in disputes that often leave people without critical medical care.
The need for such assistance is significant. According to a Kaiser Family Foundation study, insurers under the Affordable Care Act deny approximately one out of every five insurance claims, leaving patients to navigate complex appeal processes or go without needed treatments.
Patients Use AI to Challenge Insurance Denials
Latisha August, who is entering her senior year at Emory University with plans to become a nurse, has witnessed firsthand how devastating these denials can be. She currently helps seniors navigate health insurance challenges, work that was inspired by her own family’s healthcare experiences.
“It’s really a devastating and sad situation because many patients are bedridden,” August explained. “Many need certain medical tools that help them move around, that have to be approved. Not only does it take months, but it’s also a lot of paperwork, having to provide your medical history. Sometimes, insurance companies think your medical history is not enough.”
This is where AI technology is stepping in to level the playing field. Neal Shah, CEO of Counterforce Health, developed an AI platform specifically designed to write custom appeals when patients’ insurance claims are denied. His motivation came from personal experience navigating the healthcare system during a family crisis.

“I went through a multi-year cancer journey taking care of my wife,” Shah said. “The hardest part of the whole thing was actually fighting the insurance companies. Health insurance is using A.I. to deny people programmatically, sometimes in as little as a second. No one is reviewing this stuff.”
AI Speeds Up and Strengthens Medical Appeals
Shah’s AI system can accomplish what traditionally takes patients hours or days to complete. The technology scours medical sources to determine treatment effectiveness, organizes a patient’s medical history, and learns from successful past appeals. This comprehensive approach helps create compelling cases for why coverage should be approved.
The problem Shah is addressing is widespread. Many patients simply give up on their appeals because the process requires too much work to convince insurance companies they deserve coverage for medications or medical equipment essential to their recovery and treatment.
The results from Counterforce Health suggest the AI approach is working. Shah reports that about 70% of people his company has worked with successfully won their appeals. He attributes many coverage denials to processing or administrative errors by insurance companies rather than legitimate medical concerns.
The AI-Powered Answer to Health Insurance Denials
August acknowledges that while some skepticism exists around AI’s growing role in healthcare, she believes there’s room for improvement, especially when life-and-death matters are at stake.
“With the way for the past few years in how AI is growing, there’s been a lot of mistrust in it,” August said. “We do take the utmost care, respect and consideration when we’re going through a patient’s medical history. We make sure that family gets that appeal and that care at the end of the day.”
The human oversight element remains crucial to the process. August emphasized that her team continuously checks the AI system for inaccuracies and mistakes. They aim to use AI as an aid to human capabilities and not as a complete substitute for healthcare professionals.
Accessibility of this technology appears to be promising for those patients who may otherwise struggle with the appeals process on their own. Shah continued to explain that Counterforce Health operates virtually solely on grant revenue and provides its services to patients at no cost.
With healthcare expenses still on the rise and insurance claim denials still the norm, AI-based appeal systems are a potentially revolutionary technology in assisting patients in accessing the care they require. The system is a light of hope for patients who in the past might have been daunted by the complicated process of appealing decisions by insurance companies.
The extent of success that has been gained with these AI systems demonstrates that most claim denials can actually be questionable, leaving patients with a better opportunity to dispute them with well-prepared, fact-based appeals.




