Artificial intelligence is no longer a future concept in healthcare. It is already shaping how we document care, triage patients, allocate resources, predict risk, manage revenue cycles, and increasingly, how clinical decisions are supported … And most of this is done beneath surface.  What remains unsettled is not whether AI will be used … but how, when, by whom, and under what standards?