You can see it againUnder pressure people bring back shapes and positions long after the wording has gone.
Picture superiority · Shepard 1967, Standing 1973
EC-COUNCILEC-Council Certified AI Program Manager
The EC-Council Certified AI Program Manager (CAIPM) certification validates your ability to lead AI initiatives from ideation to deployment, bridging the gap between technical AI execution and business outcomes. Designed for experienced professionals, it equips you to govern AI adoption, manage MLOps, and drive measurable ROI. Earning CAIPM proves you can operationalize AI at scale and turn enterprise AI investments into real business value.
DeliveryPearson VUE
Free questions1283
Content last reviewed 30 July 2026 · Up to date
The certification
What EC-Council Certified AI Program Manager proves, and what it asks of you
What this certification covers, who it is written for, and what the exam itself looks like on the day.
6domains
27objectives
199concepts
US $999exam fee
What it is
What this certification is
What it validates, who it is written for, and the experience it assumes.
About this certification
The EC-Council Certified AI Program Manager (CAIPM) certification is a comprehensive program designed to transform experienced professionals into enterprise-ready AI program managers. It focuses on the strategic skills needed to adopt, apply, and secure AI initiatives across real-world organizations, bridging the gap between technical AI knowledge and business execution. The curriculum covers the full AI program life cycle, from customer discovery and strategy to deployment and value measurement.
This certification equips you to align artificial intelligence with strategy, people, governance, risk management, and measurable ROI. You will master governance frameworks, MLOps, and stakeholder management, enabling you to lead cross-functional AI implementation teams and drive business outcomes. CAIPM validates your ability to integrate AI throughout the program life cycle, proving you can help enterprises build, scale, and deliver AI programs faster and smarter.
Who it’s for
This certification is for experienced professionals who are responsible for leading AI projects end-to-end, from ideation to deployment. It is ideal for program managers, project managers, and business leaders who need to bridge the gap between technical AI execution and business impact, ensuring AI initiatives deliver measurable ROI. You are likely an enterprise professional looking to move beyond AI tools and models to master the strategic and managerial aspects of AI adoption. This includes evaluating, governing, and integrating AI tools, mastering decision framing and trade-off analysis, and communicating effectively with executives about AI value.
Recommended experience
EC-Council recommends that candidates have professional experience, as the program is designed to transform experienced professionals into enterprise-ready AI program managers. Professional experience in a management or leadership role; Experience with technology or business strategy; A foundational understanding of AI concepts is helpful but not required
The syllabus
What you’ll learn
Every domain and objective EC-Council measures, with the weight they carry on the exam.
The official EC-Council exam outline · checked 30 July 2026 · See the source
AI Fundamentals for Business Adoption
- Core AI concepts and business applications
- Differences between AI, automation, and analytics
- AI capabilities, data dependencies, and failure modes
- Types of AI - ML, DL, Generative AI, and Agents
- AI project life cycle, MLOps, and DataOps
- Emerging AI trends and future opportunities
Organizational Readiness and AI Maturity Assessment
- Assess AI readiness across key dimensions
- Apply AI maturity models and benchmark capabilities
- Conduct AI readiness assessments
- Identify AI adoption risks
AI Use Case Identification and Strategy Design
- AI Use Case Identification and Value Prioritization
- Use Case Evaluation
- AI Strategy and Adoption Roadmap Design
- AI Strategy Frameworks
- AI Investment Justification
Change Management and AI Enablement
- Change Management and AI Enablement
- Workforce and stakeholder buy-in
- Establishing organizational alignment for AI
AI Platforms, Governance, and Ethics
- AI Platforms, Tools, and Ecosystem Integration
- Vendor Evaluation and coordination
- Governance, Ethics, and Responsible AI in Adoption
- AI Governance
Deployment, Value Measurement, and Sustaining Transformation
- AI Pilot Execution and Scaled Deployment
- Integrating AI into enterprise systems
- Measuring AI Adoption Impact and Value
- KPI Development
- Sustaining AI Transformation and Continuous Improvement
On the day
The exam itself
Everything EC-Council publishes about sitting it, and nothing we inferred.
Prerequisites
No mandatory prerequisites — this certification has no required predecessor exam or credential.
CertificationEC-Council Certified AI Program Manager
DeliveryPearson VUE
LanguagesEnglish
PricingUS $999
After you pass
Where this credential goes next
The path EC-Council lays out, how the credential is kept, and where to book.
Step-by-step path to EC-Council Certified AI Program Manager
Credential earnedEC-Council Certified AI Program Manager Certification Renewal and maintenance
EC-Council certifications require renewal through continuing education credits. Stay current with the latest technologies and maintain your certification.
Learn more about renewal requirements Lifecycle status
This certification is currently active and available. EC-Council maintains this certification to validate current skills and industry relevance.
Exam status: ActiveMaintained by EC-Council
Exam registration
Register for the exam through Pearson VUE, EC-Council’s authorized testing partner.
Schedule your examVisit the official EC-Council certification page for exam policies and requirements.
View the official pageYour coach
And when you are serious, your coach Pip takes over
Your coach in the app reads what you have answered with the book closed and tells you one thing to do tonight. It will not count an answer you gave with the page open, and it will tell you when you are not ready.
See how the coach worksBefore you book
Questions people ask
What is the difference between the CAIPM certification and other AI certifications?
CAIPM is focused on AI program management, bridging the gap between technical AI and business execution. It validates skills in governance, MLOps, and stakeholder management, rather than focusing on building or training AI models.
Is the CAIPM certification part of a larger AI certification track?
EC-Council offers a suite of AI certifications, including the Certified Offensive AI Security Professional (C|OASP) and the Certified Responsible AI Governance & Ethics (C|RAGE). CAIPM is a distinct certification focused on program management.
What job roles does the CAIPM credential map to?
The CAIPM credential is designed for professionals leading AI projects, such as AI program managers, AI project managers, and business leaders responsible for AI adoption and ROI.
Does the CAIPM exam include a hands-on or lab-based component?
The official exam page does not specify a hands-on or lab-based component for the CAIPM exam. The training includes structured exercises for real-world exposure.
Can I recertify by passing a different EC-Council exam?
EC-Council certifications require renewal through continuing education credits. Passing a different exam may contribute to these credits, but specific policies are not published on the CAIPM page.
Information freshness · Content last reviewed on 2026-07-30 Up to date
Practice free questions 1283 questions, free, no account needed.
The curriculum
The whole exam, mapped and written
Every domain, every objective, and every concept EC-Council measures — each one written out.
6domains
27objectives
199concepts
266free pages
The domains, and what sits inside them
Every objective below is a page you can open and practise now, without an account.
The official EC-Council exam outline · checked 30 July 2026 · See the source
1AI Fundamentals for Business Adoption248 questions
Core AI concepts and business applications4 concepts · 9 pagesOpen →Differences between AI, automation, and analytics6 concepts · 7 pagesOpen →AI capabilities, data dependencies, and failure modes4 concepts · 9 pagesOpen →Types of AI - ML, DL, Generative AI, and Agents5 concepts · 8 pagesOpen →AI project life cycle, MLOps, and DataOps7 concepts · 10 pagesOpen →Emerging AI trends and future opportunities7 concepts · 10 pagesOpen →
2Organizational Readiness and AI Maturity Assessment199 questions
3AI Use Case Identification and Strategy Design225 questions
4Change Management and AI Enablement172 questions
5AI Platforms, Governance, and Ethics207 questions
6Deployment, Value Measurement, and Sustaining Transformation232 questions
AI Pilot Execution and Scaled Deployment9 concepts · 11 pagesOpen →Integrating AI into enterprise systems9 concepts · 11 pagesOpen →Measuring AI Adoption Impact and Value5 concepts · 6 pagesOpen →KPI Development7 concepts · 9 pagesOpen →Sustaining AI Transformation and Continuous Improvement8 concepts · 11 pagesOpen →
Not a table of contents
Every line on this map already opens
In front of every objective the practice pages are already there, free and without an account. This is one objective, opened.
Core AI concepts and business applications9 pagesOpen →
Free in front of it
41 questions on this objective, five to a page. Every range above is a real page, open now, with no account.
Reading the map is not the same as knowing the ground
The curriculum tells you what is on the exam. Proving you know it is a different job — and it is the one the closed-book run does.
Free questions
1283 questions. No account, no card.
The whole bank is open. 5 questions to a page, every answer explained, and a discussion thread on each one.
1283questions
266pages
27objectives
Freealways
Browse by domain
Every objective, and every page range, is a link — so you can pick up exactly where you left off.
1AI Fundamentals for Business Adoption248 questions
2Organizational Readiness and AI Maturity Assessment199 questions
3AI Use Case Identification and Strategy Design225 questions
4Change Management and AI Enablement172 questions
5AI Platforms, Governance, and Ethics207 questions
6Deployment, Value Measurement, and Sustaining Transformation232 questions
What a practice page gives you
1Five to a page
Short enough to finish, long enough to matter.
2Every answer explained
Not only which one is right — why the others are wrong.
3A discussion on each
Ask, answer, and vote. Every question has its own thread.
A question, and the idea behind it
Every question comes from a concept
These are not trivia. Each one is written against a concept in the book, so when you get one wrong there is somewhere to go and find out why.
The visual book
See it once. Carry it into the exam.
The pages shown here come from our AI-900 book — an example of how each concept is written in plain language and, where the idea needs one, drawn as a full page you can take in at a glance.
199concepts
1283free questions
Why a picture, and not another paragraph
Three reasons, and each one is a real finding rather than a slogan.
You can see it againThe whole idea at onceWhere it starts, what happens in the middle, what comes out, and the mistake to avoid.
Multimedia principle · MayerThe look-alikes sit togetherThe pairs the exam tests are drawn side by side, so the difference is seen, not told.
Dual coding · PaivioWhat one page is made of
You are never asked to read a poster here — only to see how one is built. After that, every other page is legible at a glance.
1A numbered strip on top
The idea as a sequence, followed with a finger before a word is read.
2Panels for the parts
What it is, how the machine learns it, when it is the right tool.
3The trap, framed
The distinction the exam tests, given its own box instead of buried in prose.
4One line at the bottom
The sentence to carry into the exam room.
Open book, on purpose
Answer it with the picture beside you
This is the part that teaches. The illustration and the written explanation stay where they are while you work, so a scenario stops being a memory test and becomes something you can simply look at.
It teaches · it does not count
A smartphone uses AI to unlock when the owner looks at the camera. Which AI capability is being used?
AImage classification
BFacial recognition
COptical character recognition
DObject detection
Look at the five steps. Detect finds a face, align straightens it, encode turns it into numbers, search compares it with a stored face, and decide answers one question: is this the same person? Classification would only say “a face”. Detection would only draw a box. Neither decides whose.
Then the page shuts, and it starts counting
The same questions come back with the book closed — that run is the one that counts. After it, your coach picks one thing for tonight, sized to the time you have, and brings pages back before you lose them.
Testing effect · Roediger & Karpicke 2006 · spacing effect · Cepeda et al. 2006
Official resources
Straight from EC-Council
Where the exam is defined, scheduled and scored.
1official link
199concepts mapped
The source
EC-Council’s own pages
We link to them rather than repeat them, so nothing here goes stale behind them.
Checked against the source
Every objective on the official EC-Council outline already has questions here
We build from the official skills outline, not from a summary of it — 27 objectives, 199 concepts written under them, and free questions against every one. When EC-Council changes the outline, this page changes with it.
27objectives on the outline→199concepts written→1283free questions
An official page tells you what will be asked. It cannot tell you what you will get right.
That is the only question worth answering the night before, and no link answers it. You answer it by taking the questions with the book closed, and seeing what comes back.