AI Governance Frameworks for Healthcare Organizations Scaling Operational Intelligence Responsibly
Healthcare organizations can scale operational intelligence safely when AI governance is designed as an operating model, not a policy document. This article outlines decision frameworks, implementation priorities, architecture trade-offs, risk controls, and executive recommendations for governing AI agents, copilots, predictive analytics, and generative AI across clinical-adjacent and enterprise operations.