The Architecture of Trust: How Governance and Accreditation Power Enterprise AI

In this episode of the Becker's Healthcare Podcast, host Jacob Emerson explores the critical role of governance and accreditation in building trust around enterprise AI within healthcare. Dr. Sean Griffin, CEO of URAC, emphasizes that while AI offers transformative potential, the biggest barrier isn't technical—it's trust. He outlines a scalable governance infrastructure that integrates clinical, technical, and ethical leadership, with URAC’s newly developed accreditation programs serving as a trusted, independent quality audit—akin to financial auditing. Griffin highlights the urgent need for standards, especially given that AI systems currently face less regulation than hospital cafeterias. He explains how URAC has created dual accreditation pathways for both AI developers and health systems deploying AI, enabling organizations to hold vendors to the same rigorous standards they apply to themselves. The conversation underscores the importance of transparency, risk assessment, change management, and continuous feedback loops to embed trust across clinical, administrative, and IT teams. Griffin urges healthcare leaders to adopt these frameworks proactively, not just to comply with future regulations but to demonstrate accountability and protect patient safety today.