AI Governance for Healthcare: A Complete Framework for 2026
This framework outlines a comprehensive governance model for healthcare AI, tying together FDA software-as-a-medical-device expectations, HIPAA requirements, and EU AI Act high‑risk obligations. It details roles such as Model Owner and Governance Lead, and emphasizes predetermined change control plans, lifecycle documentation, and continuous performance monitoring for clinical AI deployments.
About LOG Standards
LOG Standards provides an independent accreditation signal for AI models used in healthcare, helping hospitals, care networks, and AI companies bring clinical AI readiness and governance into clearer conversations.
Our AI Intelligence Briefing tracks the latest developments in AI safety, AI in medicine, mental health AI, clinical AI governance, and regulatory policy — keeping healthcare stakeholders informed about the rapidly evolving AI landscape.