With more than 30 years of experience in functional medicine, the REDOX Functional Medicine Laboratory has in recent years focused on metabolomics and other advanced testing to help people identify physiological changes during the suboptimal health stage. Through AI-enabled digital reporting, structured data integration, and workflow automation, REDOX also seeks to improve the efficiency of test interpretation and the quality of follow-up interventions at its partner healthcare institutions, allowing health management to begin earlier.