From principles to practice: an actionable framework for AI governance in healthcare organisations (24 September 2026)

Summary

Artificial intelligence (AI) technologies are being rapidly adopted in healthcare, yet organisational governance often lacks the processes needed to oversee their safe and responsible use. Previous AI governance frameworks largely focus on high-level AI ethics principles, leaving healthcare organisations struggling to translate these principles into practice, assess risk and embed AI oversight into existing processes. This study published in BMJ Digital Health and AI aimed to develop and validate a practice-oriented AI governance framework for healthcare organisations.

The framework provides healthcare organisations with a structured approach to assessing, governing and monitoring AI systems throughout their life cycle and may support the safe and responsible adoption of AI in practice. Further research is needed to evaluate the framework across diverse healthcare settings and emerging AI technologies, including generative and agentic AI.