TRAIN serves as one of the first health AI networks aimed at operationalizing responsible AI principles to improve the quality, safety, and trustworthiness of AI in health. TRAIN is collaborating with OCHIN, which serves a national network of community health organizations with solutions, expertise, clinical insights, and tailored technologies. The need for rigorous development and evaluation standards becomes more important to ensure effective and responsible applications of AI.