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Professional AI governance

Responsible AIAI Governance Certification for Healthcare Professionals

Earn a professional AI governance credential grounded in the MCML AI governance framework.

AI Fundamentals builds the knowledge. AI Governance Certification for Healthcare Professionals pathway will assess how you apply it in your profession—with verification, traceability and human accountability at its center.

Explore AI FundamentalsIllustration of healthcare professionals reviewing documentation together

The professional standard

What the certification is designed to verify

Suitability

Recognize where AI can assist and where professional judgment must lead.

Verification

Check inputs, outputs and claims against reliable sources and professional context.

Traceability

Document sources, verification steps and the final human-owned action.

Risk recognition

Identify hallucination, omission, bias and workflow mismatch.

Human accountability

Preserve responsibility for decisions, documentation and escalation.

Governed use

Follow privacy expectations, professional boundaries and organizational policy.

How the pathway will work

Structured learning, followed by assessed professional application—not an automatic badge for attendance.

  1. 01

    Enroll

    Choose AI Fundamentals through your professional track.

  2. 02

    Learn & practice

    Build your foundation and complete the required learning activities.

  3. 03

    Demonstrate

    Complete foundational and track-specific assessments when available.

  4. 04

    Earn & maintain

    Meet the approved award requirements, then keep your knowledge current.

Assessment and award requirements

The framework combines foundational knowledge, a professional scenario, and evidence documenting verification and reasoning. 80% score on the assessment.

One foundation. Professional endorsements.

The certification pathway accompanies AI Fundamentals across professions. Each endorsement needs its own ready assessment and credential rules.

AI Governance Certification — Nursing Practice

Focused on appropriate AI assistance, verified outputs and the nurse’s accountability for professional decisions.

View available course

AI Governance Certification — Physician Practice

This professional endorsement will open when its assessments and award process are ready.

AI Governance Certification — Pharmacy Practice

This professional endorsement will open when its assessments and award process are ready.

View available course

AI Governance Certification — Clinical and Health Research

This professional endorsement will open when its assessments and award process are ready.

AI Governance Certification — Nurse Executive Leadership

This professional endorsement will open when its assessments and award process are ready.

AI Governance Certification — Healthcare Administration

This professional endorsement will open when its assessments and award process are ready.

Learning, certification and continuing practice

AI Fundamentals
The shared learning foundation. Completion records the learning activities you have completed.
Responsible AIAI Governance Certification for Healthcare Professionals
An earned, track-specific credential after meeting approved assessment and award criteria. Purchase and practice scores are not certification.
AI Governance Toolkit
Your toolkit and personal learning portfolio for continuing to apply, document and extend your learning. Access follows completion of Module 1, separately from certification assessment.

The verifiable credential

The credential is intended to identify the holder, professional endorsement, credential ID, issue date, MCML standard version and current status. A verification URL and QR code will connect employers to approved credential facts. Credential issuance and verification are not yet available.

Independent certification. Clear professional boundaries.

MCML is an independent professional competency standard. Responsible AI - AI Governance Certification for Healthcare Professionals does not confer professional licensure, specialty-board certification, authorization to practice, or organizational approval to use a particular AI system. Credential holders remain responsible for complying with applicable law, professional standards and employer policies.

Questions about certification

Is certification part of AI Fundamentals?

AI Governance Certification for Healthcare Professionals pathway accompanies AI Fundamentals across professional tracks. The credential will be earned by meeting approved assessment and award requirements.

Can I earn the credential today?

Yes. By taking the AI Fundamentals track and the assessment.

What is the passing standard?

You need 80% on the assessment to pass.

Is this a course completion certificate?

No. Course completion records learning activity. AI Governance Certification for Healthcare Professionals is intended to record demonstrated competence against defined professional AI governance criteria.

Will employers be able to verify it?

The credential will have a unique identifier and a public verification page showing approved credential details and current status.

What happens if I do not pass?

Multiple attempts are allowed up to 3 times.

How does the AI Governance Toolkit relate to certification?

The certification is an earned credential, built on the MCML AI governance framework. PLEYVERSE AI provides the AI by Practice learning platform and AI Governance Toolkit for continuing professional learning. Toolkit access after completing Module 1 is separate from certification assessment; toolkit use is not proof of certification.

Begin with the foundation

AI Fundamentals · $450.00

One-time foundation purchase, recognized across professional pathways. Explore the course today; the Responsible AI - AI Governance Certification for Healthcare Professionals pathway will open when its requirements and assessments are ready.

View Nursing Practice and module prices