How health systems divide claim denials work between AI and humans - Modern Healthcare

Health systems are increasingly deploying artificial intelligence to streamline the management of insurance claim denials, according to a report from Modern Healthcare. The adoption aims to expedite the process of handling denied claims, which can significantly impact hospital revenue and cash flow. Claim denials represent a persistent financial challenge for health systems, often requiring substantial manual effort to resolve.

Executives quoted in the article emphasize that AI should be viewed as a tool to improve operational efficiency rather than a replacement for human judgment. They stress that human staff remain essential for tasks requiring nuanced understanding of patient cases and insurer policies. The executives caution against over-reliance on automation, citing risks such as algorithmic bias or misinterpretation of complex payer rules.

The report highlights that while AI is being used to automate parts of the denial management workflow — including initial screening and error detection — the technology is not intended to fully automate decision-making. The comments reflect a cautious approach to AI integration in healthcare, balancing efficiency gains with the need for human oversight. No specific data on cost savings or error rates were disclosed.