AI in Accredited CME/CE: Free Governance Checklist

Free Resource · CineMed CE

AI in Accredited Education: A Governance Checklist

A working framework for reviewing how AI is used in your CME/CE programs — built directly from ACCME’s 2026 guidance.

In January 2026, ACCME published its Guidance on the Responsible Use of AI in Accredited Continuing Education. It didn’t say “don’t use AI.” It said the Standards for Integrity and Independence apply to AI-assisted work exactly as they do to everything else — and most teams don’t yet have a documented way to prove that.

7 ACCME-aligned sections + a governance readiness scan. No cost, no obligation.

the problem

Where AI Governance Gaps Show Up First

Faculty are drafting with AI. Planners are using it to analyze data and outline content. Somewhere in your program, AI is probably already touching accredited education — often without a documented process behind it. That’s not a red flag. It’s a governance gap, and it’s closable.

1. No Named Reviewer

AI-assisted content goes out without a qualified person confirming it meets the same independence and accuracy standard as anything else in the activity.

2. No Disclosure Trail

Tool name, version, purpose, and reviewer aren’t being logged — so there’s nothing to show if your process is questioned during an accreditation review.

3. No Approved-Tools List

Staff and faculty are experimenting with whatever AI tool is convenient, with no shared policy on what’s appropriate, prohibited, or requires oversight.

What's inside

Seven Sections, Mapped to ACCME’s Guidance

The checklist mirrors the exact areas ACCME’s January 2026 guidance covers, so you can review a single activity, audit your current AI use, or build an internal policy.

AI in Accredited CME/CE: Free Governance Checklist | CineMed

Independence & Bias

AI-generated content held to the same independence standard as human-authored work, free of commercial influence.

Transparency & Disclosure of AI Use

Tool name, version, purpose, and reviewer documented for every AI-assisted output.

Human Oversight, Accuracy & Accountability

Named, qualified reviewers approve outputs before release; version control shows who reviewed what.

Learner Identity & Sensitive Information

PHI/PII protection, learner consent, and data governance that meets institutional requirements.

Prohibited & High-Risk Uses

Where AI should never run unsupervised — from diagnostic recommendations to auto-produced assessments.

Internal Governance & Continuous Improvement

Named ownership, an approved-tools list, staff training, and a pilot process for new AI applications.

Data & System Security

AI-assisted content and learner data stored in secure, HIPAA/FERPA/GDPR-aligned environments.

☉

Governance Readiness Quick Scan

A fast gut-check to see whether your AI use is running ahead of your documented oversight — the most common gap, and the most fixable.

Who This Is For

Built for the People Who Own Accreditation Compliance

For anyone being asked, formally or informally: “are we allowed to use AI for this?”

CME/CE & Accreditation Leaders

CME/CE Directors
Accreditation Directors
Directors of Education (associations)
CME Office Managers (universities)

Compliance & Quality Teams

Compliance & quality leads at health systems and IDNs
CME Coordinators
Education Program Managers

Medical Affairs & Program Leads

Medical Affairs / professional education teams (life sciences)
Program & account leads at med ed companies managing accreditation for clients

40+

Years in accredited education

1M+

Healthcare professionals educated

2,000+

CME/CE events executed

Joint accreditation: ACCME, ACPE, ANCC

Get the Checklist

Download the free PDF and start reviewing your current AI use against all seven ACCME-aligned sections.

Download the Checklist →

Why This Matters Now

Compliance Isn’t a Project. It’s an Ongoing Process.

It touches every activity, every disclosure, every AI-assisted draft — indefinitely. And it usually lands on someone whose actual job is something else.

CineMed has run accredited education for 40+ years across 2,000+ activities, with documentation and compliance oversight designed into the workflow from the start — not reconstructed before an accreditation review.

Scale Without Scaling Staff

Compliance Built In

Measurable Outcomes

Ready to go deeper?

This checklist tells you where the gaps are. Pair it with the CME Audit-Readiness Toolkit for the fuller audit-readiness picture — a checklist, a compliance-gap overview, and a reusable activity tracker.

And if your readiness scan turns up more open items than you’d like — that’s a conversation, not a crisis.

Let's Map Your Accreditation Workflow →

FAQ

Frequently Asked Questions

Does ACCME allow AI to be used in accredited CME/CE?

Yes. ACCME’s January 2026 guidance encourages the use of AI in accredited continuing education. It doesn’t prohibit AI — it clarifies that the existing Standards for Integrity and Independence apply to AI-assisted work the same way they apply to any other content or process.

What does ACCME’s AI guidance actually cover?

Independence and bias, transparency and disclosure of AI use, human oversight and accountability, learner identity and data privacy, prohibited and high-risk uses, internal governance, and data and system security. This checklist is organized around those same seven areas.

Who should complete this checklist?

Anyone responsible for reviewing accredited activities — CME/CE directors, accreditation directors, compliance leads, or education program managers — should walk through it for each activity where AI played a role in content development, analysis, or assessment creation.

Is this checklist a substitute for legal or ACCME guidance?

No. It’s a practical starting framework for organizing your review process. Confirm specifics against ACCME’s source guidance and your own accrediting body’s requirements.

What if we’re already using AI without a formal review process in place?

That’s the most common starting point, not a compliance failure. Use the Governance Readiness Quick Scan at the end of the checklist to see where your documentation is thinnest, then assign a named owner to close each gap.

In support of improving patient care, CineMed is jointly accredited by the Accreditation Council for Continuing Medical Education (ACCME), the Accreditation Council for Pharmacy Education (ACPE), and the American Nurses Credentialing Center (ANCC), to provide continuing education for the healthcare team.