AI Governance in Healthcare for Scalable, Compliant Operational Intelligence
Healthcare organizations are moving from isolated AI pilots to enterprise operational intelligence, but scale without governance creates clinical, financial and compliance risk. This article outlines a business-first governance model for healthcare AI, covering decision rights, architecture choices, model lifecycle controls, human oversight, observability, security and implementation roadmaps that help leaders scale AI responsibly across operations.