Cohere Health is a software company based in the United States, specializing in healthcare software solutions. Founded in 2019, the company employs between 501 and 1,000 individuals and has reported revenue of approximately $168 million. Cohere Health focuses on enhancing payment integrity (PI) programs for health plans, aiming to improve transparency and operational efficiency within these systems. Their published materials emphasize the importance of visibility in PI operations, which encompass various workflows, including data mining, clinical validation, coding audits, and claims recovery. The company has developed a framework to help health plans evaluate transparency among PI vendors, addressing common challenges such as fragmented workflows and the need for explainable outcomes. Their approach is designed to foster collaboration and improve confidence in reported savings and return on investment (ROI). By integrating transparency into their solutions, Cohere Health seeks to provide health plans with the necessary insights to validate findings and enhance decision-making processes prior to claims submission.