Healthcare organizations are adopting internal governance frameworks to preempt future legal mandates. Because innovation currently outpaces official oversight, TechTarget suggests proactive compliance to mitigate risk. This strategy prevents costly retrospective system overhauls. Practitioners should prioritize auditing current AI deployments to ensure stability before regulators impose strict, mandatory standards on clinical tools.