Accelerating Surgical Financial Clearance Using Agentic AI

This technical report outlines a custom framework designed to enhance surgical financial clearance processes in healthcare through the use of an AI-driven automation solution. The framework addresses significant inefficiencies faced by healthcare providers, such as prolonged delays in patient care and extensive manual efforts in validating surgical procedures against complex insurance criteria. It employs specialized AI agents, including an Intake Agent for metadata extraction, a Payer Intelligence Agent for policy analysis, and a Decision Agent for formulating clearance recommendations. The report details the operational challenges of traditional processes, including manual document intake and complex policy interpretation, and presents the innovative Agentic AI framework that streamlines these workflows. Key features include the Agent2Agent Protocol for seamless communication among agents and a robust infrastructure designed for HIPAA compliance. The implementation of this framework has led to substantial improvements in processing time, decision accuracy, and operational efficiency, ultimately enhancing patient access to surgical procedures.