Following a period defined by operational strain, workforce disruption and financial pressure, healthcare leaders are now turning their focus toward technologies that can help rebuild stability as they prepare for the future. Artificial intelligence is a central point of exploration for health systems seeking greater efficiency, improved patient experience and sustainable clinical operations.
To gather real-world perspectives, the American Hospital Association’s Society for Health Care Strategy & Market Development (SHSMD) hosted an executive dialogue focused on the practical realities of AI adoption. Leaders from academic centers, community hospitals and Federally Qualified Health Centers shared insights on governance, workforce expectations, vendor strategy and how best to measure value in a technology environment evolving faster than most organizations can absorb.
As dialogue participants reflected on the evolving role of artificial intelligence across their organizations, four major themes emerged. The first was the growing need for clear AI governance, as health systems work to balance rapid innovation with responsible oversight. The second was workforce adoption, with leaders noting that even the most promising tools succeed or fail based on how well they fit into clinical and operational workflows. Third was the shifting vendor landscape, as organizations navigate the tension between emerging third-party solutions and rapidly advancing EHR-embedded capabilities. The fourth was the question of value — how to define, measure and communicate the impact of AI in a way that captures both operational gains and the broader transformation of care delivery.
