Human–AI Collaboration in Claims Adjudication: A Framework for Enhanced Quality and Efficiency

Abstract

The integration of artificial intelligence and machine learning technologies with human expertise represents a transformative approach to insurance claims adjudication. Claims processing constitutes one of the most critical yet operationally complex functions within the insurance industry, traditionally characterized by high manual intervention rates, extended processing timelines, and elevated error frequencies.