Three out of four health systems use AI. Almost none have scaled it. Pilots stall not because the technology fails, but because regulatory complexity, data challenges, and missing governance structures block the path to production.

This whitepaper provides an operational playbook for moving healthcare AI from pilot to production. It covers data readiness, regulatory alignment across FDA, HIPAA, and state laws, clinical validation, governance structures, change management, and a phased scaling roadmap from one department to multi-facility rollout.

Health systems that build governance and data foundations now will scale. Those that keep waiting will keep burning budget on pilots that go nowhere. This paper shows you where to start.