As first reported by MedTechDive, the Coalition for Health AI (CHAI) has partnered with The Joint Commission to release a series of practical playbooks designed to guide healthcare providers in developing robust governance frameworks for artificial intelligence. With more than 3,000 member organizations spanning academic centers, rural systems, and startups, CHAI has been at the forefront of standardizing responsible AI use in healthcare.
These upcoming playbooks will draw on CHAI’s existing resources—including development guides, AI model cards, and a tool registry—and will be tailored to the unique needs of healthcare systems. The collaboration benefits from The Joint Commission’s broad regulatory reach, which currently includes accreditation for over 23,000 healthcare organizations across the United States. This strategic alignment aims to bring consistent, scalable standards to the growing adoption of AI in clinical settings.
Balancing Innovation with Risk Management
While AI is increasingly viewed as a transformative force in reducing administrative burdens—like documentation and data processing—it also introduces new risks. Issues such as hallucinated outputs, embedded bias, and the need for continuous model validation can be costly and complex to manage. As CHAI’s representative noted, governance processes for just a handful of AI models can cost between $1 million and $2 million, highlighting the significant financial and operational investment required.
The new guidance will help organizations navigate these challenges by outlining governance structures, technical monitoring infrastructure, and collaborative strategies with model vendors. Importantly, the playbooks are designed with scalability in mind. For instance, small hospitals with limited resources might establish leaner governance teams and rely on partnerships with larger institutions to meet oversight needs.
A Certification Program on the Horizon
This initiative marks the next phase of The Joint Commission’s broader push for responsible data use, building on its 2023 certification program. The first installment of guidance is expected in the fall, with a formal certification pathway to follow. Dr. Jonathan Perlin, president and CEO of The Joint Commission, described this effort as the “next chapter” in ensuring AI is deployed ethically and safely in clinical care.
As AI continues to reshape the healthcare landscape, the partnership between CHAI and The Joint Commission provides timely, actionable support for hospitals seeking to harness its power responsibly. These playbooks will be essential tools for ensuring that AI enhances care quality without compromising patient safety, equity, or trust.
