Healthcare is entering a profound inflection point where AI begins to outperform humans in diagnostics, treatment planning, and operational efficiency. As AI evolves from assistant to autonomous collaborator, its influence is reshaping the very architecture of clinical and operational decision-making. This executive paper explores how leaders can responsibly harness this shift to elevate digital trust in the boardroom, build dual-fluent talent, rethink healthcare-native AI business models, and ensure AI augments the human essence of care.