Joseph Papin, MD Examines the Operational Foundations Required for Responsible AI Adoption in Healthcare
Artificial intelligence is rapidly moving from experimentation to implementation across healthcare systems. From clinical documentation tools and predictive analytics platforms to workflow automation and utilization forecasting, healthcare organizations are investing heavily in AI-driven technologies intended to improve efficiency and decision-making. But for many providers, the challenge is no longer whether AI can generate insights. It is whether healthcare organizations have the operational infrastructure required to use those tools responsibly and effectively. According to Joseph Papin, MD , physician executive and Principal of Suncoast Search Capital, healthcare AI adoption depends less on the technology itself and more on the systems surrounding it. “Healthcare organizations often focus on AI capabilities before addressing operational readiness,” Dr. Papin explains through his broader leadership philosophy. “Without the right workflows, governance structures, and clinical al...