Key Takeaways
- ·We haven't found an AI-specific Joint Commission accreditation standard, or any public source showing that accreditation surveyors ask about AI governance. An earlier version of this page said otherwise, and we couldn't support it.
- ·The Joint Commission and CHAI guidance on the responsible use of AI (September 2025) is voluntary. It doesn't mention accreditation surveys or surveyors.
- ·The Joint Commission's RUAIH certification, launched June 1, 2026, is voluntary and separate from accreditation. Organizations don't need to be accredited to apply. Its standards are organized around five areas.
- ·The questions below are worth being able to answer anyway. A board member, a certification reviewer, an insurer or your own quality team could reasonably ask any of them.
The short answer
Nothing AI-specific that anyone has documented publicly, unless your organization applies for the voluntary certification. In that case a Joint Commission reviewer (the certification program's term) works from standards in five areas, listed below. If your concern is a regular accreditation survey, the most reliable source is your Joint Commission account executive, and we'd ask them directly.
What Exists Today
September 17, 2025: voluntary guidance
The Joint Commission and the Coalition for Health AI released guidance on The Responsible Use of AI in Healthcare (RUAIH), eight pages organized into seven elements. It is written in terms of what organizations should do.
May 27, 2026: CHAI governance playbooks
CHAI released playbooks that build on the guidance with suggested controls, examples and templates.
June 1, 2026: voluntary certification
The Joint Commission launched its RUAIH certification. It recognizes organizations and health systems. It doesn't certify AI products, and organizations don't need to be Joint Commission accredited to apply.
Our guide to the Joint Commission AI guidance walks through all seven elements in the guidance's own words.
What the Certification Standards Address
The Joint Commission's certification page says the standards are "organized around five major areas: governance; effective data management; risk and bias reduction; monitoring, evaluating, and validating safety performance, effectiveness, and responsible use; and transparency, education, and training." It lists what the standards address, which is the closest thing available to a published list of what a Joint Commission reviewer looks at on AI. The standards address whether an organization has:
- ·A formal governance structure to support and manage the use of health AI across the organization
- ·Processes to protect patient data from unauthorized access or theft and promote data security
- ·A written organization-wide health AI policy that defines criteria for governed AI tools, permitted and prohibited uses, stakeholder review, alignment with existing policies, approval, dissemination, and regular review
- ·Resources in place to securely develop, deploy, and manage health AI systems
- ·Processes to identify, address, and mitigate risks and biases in health AI tools
- ·Processes to monitor and evaluate the safe and effective performance of health AI tools throughout their lifecycle
- ·Internal and external reporting processes for health AI safety-related events
- ·Education and training for staff on health AI tools used in the organization
- ·Support in place to promote patient transparency and/or patient consent and provide relevant education to patients and families
That list is quoted from the Joint Commission's public page, which also gives eligibility terms. Behind it, the Joint Commission publishes a program manual, with nine standards and their elements of performance, and a review process guide issued June 1, 2026. Both are copyrighted, so we don't reproduce them here. In outline, the review process guide describes a review that includes a governance session, a staff education and training session, and a tracer in which the reviewer follows at least two of the organization's health AI tools through how they are governed, deployed, used and monitored. Organizations considering certification can get both documents from the Joint Commission.
Could AI Come Up in a Regular Accreditation Survey?
We don't know, and we haven't found a source that says it does. What follows is our reasoning, and it isn't reporting. Accreditation standards on leadership, patient safety and information management aren't written around any one technology, so an AI tool that sits inside a care process a surveyor is reviewing could draw ordinary questions about who is responsible for it and how problems get reported. That would be a question about your process, asked under existing standards. It wouldn't be an AI standard. If this matters for an upcoming survey, ask the Joint Commission.
Questions Worth Being Able to Answer Anyway
These are our grouping, drawn from the seven elements of the guidance. None of them is a documented surveyor question. A board member, a certification reviewer, a malpractice carrier or your own quality committee could reasonably ask any of them.
What AI is in use here, and who owns each tool?
Including features that came inside the EHR and other platforms. See our page on building an AI tool inventory.
Who governs AI, and how does the board hear about it?
The guidance asks for a governance structure and a mechanism to keep the governing body updated on uses, outcomes and potential adverse events.
How was each tool checked before we relied on it?
The guidance suggests asking vendors how a tool was tested and validated, and whether it was tested for the populations you serve.
How is each tool monitored, and by whom?
The guidance says monitoring should be risk-based and scaled to your setting, with responsibility discussed during procurement and contracting.
What do we tell patients?
The guidance says patients should be notified, when appropriate, when AI directly impacts their care. State law may add to that, which is a question for counsel.
How do AI-related safety events get reported?
The guidance suggests capturing them in your existing incident system and using existing channels such as Patient Safety Organizations.
How are staff trained?
The guidance asks organizations to define and document how users get tool documentation and role-specific training.
Frequently Asked Questions
Short answers to the questions we hear most.
Does the Joint Commission have accreditation standards for AI?
We haven't found one as of September 2026. The Joint Commission has voluntary guidance on the responsible use of AI, issued with CHAI in September 2025, and a voluntary certification launched June 1, 2026. Neither is part of accreditation. For a definitive answer about your accreditation program, ask your Joint Commission account executive.
Do we need to be Joint Commission accredited to apply for the AI certification?
No. The Joint Commission's announcement says interested healthcare organizations do not need to be accredited to apply. Its certification page lists eligibility: the organization is in the United States, is Joint Commission accredited or compliant with applicable federal laws including the Medicare Conditions of Participation, and already has a governance structure and processes for AI oversight.
Does the certification cover the AI tools we use?
No. The Joint Commission says the certification focuses on the responsible use and governance of AI by healthcare organizations, and that it does not validate or certify individual AI products or tools.
What should we do now?
Read the eight-page guidance, compare it honestly with what you have in place, and start with an inventory of the AI already running and a named owner for each tool. Whether to pursue the certification is a separate decision about whether outside recognition is worth the effort for your organization.
Sources
- The Joint Commission. Responsible Use of AI in Healthcare certification (program page). Accessed September 20, 2026.
- The Joint Commission. Joint Commission Releases First of Its Kind Exclusively Designed for Healthcare Organizations, Voluntary Responsible Use of AI in Healthcare Certification, news release. June 1, 2026.
- The Joint Commission and the Coalition for Health AI. Guidance on The Responsible Use of AI in Healthcare (RUAIH). September 17, 2025. (PDF)
