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Master AI Medical Practice Certification · Level 1

AI Foundations for Medical Practices

Build a responsible AI foundation for patient communication, scheduling, front-office work, administrative documentation, revenue cycle, quality improvement, security, technology, governance, and practice leadership.

Level
1
Modules
15
Estimated time
30 hours
Curriculum
Version 2026.2

Six-level pathway

Every level of the MAMPC program

Levels are completed in order. Each has its own modules, knowledge checks, final examination, and certificate; Levels 3 to 5 add a reviewed capstone and Level 6 a teach-back assignment.

  1. Level 1 · Foundations

    AI Foundations for Medical Practices

    30 hours · 15 modules · Open for enrollment

    • Artificial Intelligence Fundamentals
    • Medical Practice Operations
    • Responsible AI, Ethics, and Healthcare Compliance
    • Prompt Engineering for Medical Practices
    • Patient Communication
    • Scheduling and Front Office Automation
    • and 9 more
  2. Level 2 · Certified Professional

    Certified AI Medical Practice Professional

    12 hours · 5 modules · Open for enrollment

    • Prompting for Practice Administration
    • Patient Communication Workflows
    • Intake, Referrals, Authorizations, and Billing Correspondence
    • Research, Verification, and Untrusted Input
    • Privacy, Marketing, and Audit Trails
  3. Level 3 · Advanced Operations

    Advanced AI Practice Operations

    13 hours · 5 modules · Open for enrollment

    • Workflow Mapping and Practice Procedures
    • Knowledge Bases and Retrieval for Practice Documents
    • Integrations with Practice Systems
    • Risk Tiering, Quality Assurance, and Escalation
    • Performance Measurement and Advanced Practice Cases
  4. Level 4 · Master Certification

    Master AI Medical Practice Certification

    16 hours · 5 modules · Open for enrollment

    • Governance Structures and Accountability
    • Vendor Assessment and Contracting
    • Security and Privacy Controls at Practice Scale
    • Regulatory and Ethical Risk
    • Leadership and Implementation
  5. Level 5 · Automation Specialist

    AI Healthcare Operations Specialist

    14 hours · 5 modules · Open for enrollment

    • Agents and Orchestration for Practice Operations
    • Interfaces, Identity, and Approval Gates
    • Adversarial Input and Defensive Design
    • Logging, Monitoring, and Incident Response
    • Return, Continuity, and the Implementation Project
  6. Level 6 · Certified Instructor

    Certified AI Healthcare Instructor

    13 hours · 5 modules · Open for enrollment

    • Adult Learning for Practice Teams
    • Facilitation, Demonstrations, and Difficult Questions
    • Assessment Design and Evidence of Competence
    • Accessible and Inclusive Delivery
    • Instructor Ethics and the Teach-Back

Course outline

Level 1 in detail: what the curriculum covers

Each module connects practical administrative AI capability to patient privacy, minimum-necessary access, qualified review, clinical boundaries, source verification, cybersecurity, auditability, escalation, and accountable decisions.

Module 01

3 lessons

Artificial Intelligence Fundamentals

Understand machine learning, generative and multimodal AI, language and reasoning models, voice systems, computer vision, agents, automation, hallucinations, and the limits that require qualified human review in healthcare settings.

  • Artificial Intelligence Fundamentals: Professional Foundations 50 min
  • Controlled Workflows for Artificial Intelligence Fundamentals 50 min
  • Applied Lab: Artificial Intelligence Fundamentals 50 min

Module 02

3 lessons

Medical Practice Operations

Map the patient journey across scheduling, registration, front-desk work, documentation concepts, referrals, authorizations, billing, coding awareness, revenue cycle, communications, reporting, and operational metrics without crossing into clinical decision-making.

  • Medical Practice Operations: Professional Foundations 50 min
  • Controlled Workflows for Medical Practice Operations 50 min
  • Applied Lab: Medical Practice Operations 50 min

Module 03

3 lessons

Responsible AI, Ethics, and Healthcare Compliance

Apply patient privacy, confidentiality, minimum-necessary access, governance, human oversight, bias controls, transparency, documentation, retention, audit trails, vendor risk, and professional accountability to administrative AI use.

  • Responsible AI, Ethics, and Healthcare Compliance: Professional Foundations 50 min
  • Controlled Workflows for Responsible AI, Ethics, and Healthcare Compliance 50 min
  • Applied Lab: Responsible AI, Ethics, and Healthcare Compliance 50 min

Module 04

3 lessons

Prompt Engineering for Medical Practices

Build reusable, verified prompts for scheduling, patient communications, administrative documents, meetings, policies, staff training, marketing, knowledge bases, and workflow automation while excluding diagnosis, prescribing, and individualized treatment advice.

  • Prompt Engineering for Medical Practices: Professional Foundations 50 min
  • Controlled Workflows for Prompt Engineering for Medical Practices 50 min
  • Applied Lab: Prompt Engineering for Medical Practices 50 min

Module 05

3 lessons

Patient Communication

Improve appointment communication, approved patient education, FAQs, portal messages, telephone scripts, voice workflows, email and SMS templates, follow-up, satisfaction, language access, accessibility, and clear human escalation procedures.

  • Patient Communication: Professional Foundations 50 min
  • Controlled Workflows for Patient Communication 50 min
  • Applied Lab: Patient Communication 50 min

Module 06

3 lessons

Scheduling and Front Office Automation

Support online and resource scheduling, provider calendars, cancellations, wait lists, registration, insurance-verification workflows, eligibility concepts, digital intake, electronic forms, queues, and check-in with staff-controlled exceptions.

  • Scheduling and Front Office Automation: Professional Foundations 50 min
  • Controlled Workflows for Scheduling and Front Office Automation 50 min
  • Applied Lab: Scheduling and Front Office Automation 50 min

Module 07

3 lessons

Documentation and Administrative Efficiency

Create and organize meeting minutes, policies, procedures, staff communications, knowledge resources, agendas, training guides, OCR workflows, document search, and voice-dictation concepts with source checks, permissions, and final review.

  • Documentation and Administrative Efficiency: Professional Foundations 50 min
  • Controlled Workflows for Documentation and Administrative Efficiency 50 min
  • Applied Lab: Documentation and Administrative Efficiency 50 min

Module 08

3 lessons

Revenue Cycle Management

Improve patient statements, payment-plan and collections communication, billing workflows, coding-support concepts, claim-status work, denial tracking, prior-authorization workflows, financial reporting, and dashboards without fabricating codes, payer rules, reimbursement guidance, or approvals.

  • Revenue Cycle Management: Professional Foundations 50 min
  • Controlled Workflows for Revenue Cycle Management 50 min
  • Applied Lab: Revenue Cycle Management 50 min

Module 09

3 lessons

Quality Improvement

Use workflow mapping, operational metrics, patient-experience measures, key performance indicators, standard procedures, process improvement, benchmarking, executive dashboards, and business intelligence while documenting assumptions and responsible owners.

  • Quality Improvement: Professional Foundations 50 min
  • Controlled Workflows for Quality Improvement 50 min
  • Applied Lab: Quality Improvement 50 min

Module 10

3 lessons

Marketing and Practice Growth

Develop reviewed website content, local search, business profiles, educational articles, social and email campaigns, video scripts, landing pages, reputation workflows, and community outreach without unsupported clinical, outcome, or comparative claims.

  • Marketing and Practice Growth: Professional Foundations 50 min
  • Controlled Workflows for Marketing and Practice Growth 50 min
  • Applied Lab: Marketing and Practice Growth 50 min

Module 11

3 lessons

Cybersecurity and AI Governance

Protect sensitive information through encryption, role-based access, identity controls, multifactor authentication, data classification, secure prompting, vendor security, incident response, recovery planning, risk registers, governance, and business continuity.

  • Cybersecurity and AI Governance: Professional Foundations 50 min
  • Controlled Workflows for Cybersecurity and AI Governance 50 min
  • Applied Lab: Cybersecurity and AI Governance 50 min

Module 12

3 lessons

AI Agents for Medical Practice Operations

Design narrowly scoped scheduling, front-desk, communication, referral, billing-support, knowledge, marketing, compliance, reporting, and training agents with permissions, approval checkpoints, audit logs, escalation rules, security protections, and output verification.

  • AI Agents for Medical Practice Operations: Professional Foundations 50 min
  • Controlled Workflows for AI Agents for Medical Practice Operations 50 min
  • Applied Lab: AI Agents for Medical Practice Operations 50 min

Module 13

3 lessons

Healthcare Technology and Interoperability Concepts

Understand electronic health record and practice-management systems, patient portals, document management, OCR, voice AI, dashboards, APIs, FHIR and HL7 concepts, and secure messaging without presenting implementation examples as production clinical integrations.

  • Healthcare Technology and Interoperability Concepts: Professional Foundations 50 min
  • Controlled Workflows for Healthcare Technology and Interoperability Concepts 50 min
  • Applied Lab: Healthcare Technology and Interoperability Concepts 50 min

Module 14

3 lessons

Leadership and Change Management

Lead strategy, hiring, staff training, policy management, performance measurement, department dashboards, operational planning, growth, executive reporting, responsible adoption, implementation sequencing, and measurable return on investment.

  • Leadership and Change Management: Professional Foundations 50 min
  • Controlled Workflows for Leadership and Change Management 50 min
  • Applied Lab: Leadership and Change Management 50 min

Module 15

3 lessons

Future of AI in Healthcare Operations

Evaluate ambient-documentation concepts, voice AI, predictive analytics, remote-monitoring concepts, digital assistants, operational automation, interoperability, emerging rules, workforce change, and healthcare innovation through privacy, safety, evidence, and governance review.

  • Future of AI in Healthcare Operations: Professional Foundations 50 min
  • Controlled Workflows for Future of AI in Healthcare Operations 50 min
  • Applied Lab: Future of AI in Healthcare Operations 50 min

Learning outcomes

What you will be able to do

  • Evaluate AI tools for medical-practice administrative use cases, limitations, patient privacy, security, vendor risk, and clinical boundaries.
  • Create reliable prompts and verification procedures for scheduling, communication, documents, staff knowledge, reporting, and approved marketing.
  • Improve front-office and revenue-cycle workflows without fabricating codes, payer rules, authorizations, reimbursement guidance, or clinical advice.
  • Design automations with minimum-necessary access, permissions, approvals, exceptions, audit trails, output checks, and human escalation.
  • Plan secure integrations and narrowly scoped agents around approved practice systems, authoritative resources, and responsible owners.
  • Build an AI adoption roadmap with governance, risk controls, workforce training, operational metrics, implementation priorities, and measurable return on investment.

Assessment

Level 1 Final Comprehensive Examination

The final assessment measures how well you apply the curriculum to realistic scheduling, communication, documentation, revenue-cycle, quality, security, technology, governance, and leadership scenarios without crossing into clinical decision-making.

Questions
30
Time limit
120 minutes
Passing score
80%
Maximum attempts
3

Lead responsible AI adoption in medical-practice operations

Start with the vendor-neutral foundations, privacy controls, human-review requirements, and administrative workflows covered across the complete Level 1 curriculum.

Independent professional education

MAMPC is an independent professional education program focused on administrative and operational uses of AI. It is not a medical, nursing, or other healthcare license or professional credential and does not replace physician or nursing judgment, clinical protocols, legal counsel, privacy or compliance review, payer requirements, or applicable law. The program does not teach diagnosis, prescribing, individualized treatment, clinical decision-making, or unauthorized coding and reimbursement guidance. AI-generated content requires qualified human review, and patient information must be handled through approved systems in accordance with applicable privacy and security requirements. The program is not endorsed by any government agency, regulator, healthcare system, medical association, professional organization, or standards body. No professional education hours or approvals are claimed, and no clinical outcome, reimbursement, compliance, patient-experience, operational, or financial result is guaranteed.