Clinical AI can reduce administrative burden and improve healthcare workflows, but staff need confidence in AI outputs. Successful adoption combines role-specific enablement, workflow integration, governance, and continuous measurement rather than simply introducing another technology platform. https://www.adoptify.ai/ai-adoption-in-healthcare/