Exam guide
How to Pass the PMI CPMAI in 2026: Format, Cost, Domains and Study Plan
Updated 8 Nov 2026 · 5 min read
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What the PMI CPMAI is and who it is for
The PMI Certified Professional in Managing AI (PMI-CPMAI) is PMI's certification for people who run AI initiatives. PMI says it tests your ability to apply the CPMAI Methodology and manage AI initiatives from inception through operationalization, and that it demonstrates competency in managing data-driven, iterative AI projects while ensuring responsible, ethical and trustworthy AI practices.
The focus is the skill set needed to build AI implementations through the CPMAI Methodology rather than the general project management knowledge covered in PMI's broader certifications. PMI's job analysis for the certification covered AI project and product management professionals, so it suits people who manage AI initiatives. PMI states that no prior project management, technical or AI experience or certification is required to enrol in the course and take the exam, although project or product management and AI fundamentals are valuable.
This guide uses PMI's Examination Content Outline dated September 2025. PMI states no retirement date in it, so check the PMI certification page for any later outline before you book.
PMI CPMAI at a glance
| Item | Detail |
|---|---|
| Exam name | PMI Certified Professional in Managing AI (PMI-CPMAI) |
| Questions | 120 in total: 100 scored and 20 unscored pre-test questions, placed randomly |
| Time allowed | 160 minutes (two hours and forty minutes), with no scheduled breaks |
| Prerequisite | Completing the PMI-CPMAI Exam Prep Course is required to schedule the exam. No prior project management, technical or AI experience is required |
| Exam fee | Set by region and membership rules, and PMI membership is not required. The outline gives no amount |
| Languages | English, and PMI's September 2025 outline says Arabic, Brazilian Portuguese, French, German, Japanese, Korean, Simplified and Traditional Chinese, and Spanish would be offered from January 2026 |
| Where you sit it | Pearson VUE, at a test centre or online proctored through OnVUE |
| Certification valid for | Maintained by earning 30 professional development units (PDUs) every 3 years |
PMI does not publish a passing score in the outline, so this guide does not state one.
What is on the exam
Five domains, each with a percentage of the questions. PMI notes that the exact number of questions for each domain may vary by form.
Domain I, Support responsible and trustworthy AI efforts (15%). Privacy and security plans, transparency of data and algorithm selection, bias checks on models, data and algorithms, monitoring regulatory and policy compliance, and accountability documentation with audit trails.
Domain II, Identify business needs and solutions (26%). Defining the problem and personas, evaluating initial AI feasibility, risk assessments for security, safety and ethics, the project scope statement, ROI, adoption and integration risks, drafting the AI solution, success criteria such as KPIs, the business case and project resources.
Domain III, Identify data needs (26%). Defining required data, finding data subject matter experts, identifying sources and locations, coordinating the AI workspace and infrastructure, gathering data, checking data privacy, compliance and access, overseeing data evaluation, deciding whether data meets the solution needs, and conveying data understanding to leadership.
Domain IV, Manage AI model development and evaluation (16%). Overseeing model techniques and algorithm selection, model QA and QC, model training, data transformation for data preparation, the data quality go or no-go decision, and the go or no-go decision that a model is ready for operationalization.
Domain V, Operationalize AI solution (17%). The deployment plan and deployment itself, model governance, solution metrics, the final report and lessons learned, the transition plan and the contingency plan.
Why people fail it
The first reason is spreading effort evenly. Domains II and III together carry 52% of the questions, while Domain I carries 15%. Study time should follow that split.
The second is learning terms instead of the method. PMI says the exam tests whether you can apply the CPMAI Methodology across an AI project, and that the exam is not written according to any single text. Reading only one source leaves gaps.
The third is underrating the data domains. Domain III is a full 26% on its own, and data checks also appear inside Domain IV, where you decide whether data quality supports moving on to preparation.
The fourth is stamina. There are 120 questions in 160 minutes with no scheduled breaks, so you have 80 seconds per question on average. Practise at full length before the day.
A study plan that fits the exam
This six week plan gives the most time to Domains II and III. You must finish the PMI-CPMAI Exam Prep Course before you can schedule, so treat it as the base of the plan. PMI's reference list also includes a free introduction to the certification, and you can try the free CPMAI practice questions to find your starting point.
- Week 1, course and Domain I: work through the prep course, then privacy, transparency, bias, regulatory compliance and accountability documentation.
- Week 2, Domain II, first half: problem definition, feasibility, risk assessment, scope statement and ROI.
- Week 3, Domain II, second half: adoption risks, solution drafting, success criteria, the business case and resources.
- Week 4, Domain III: required data, sources, workspace, privacy and access checks, data evaluation and the data readiness decision.
- Week 5, Domains IV and V: model techniques, QA and QC, training, go or no-go decisions, deployment, model governance, metrics and transition.
- Week 6, timed runs: sit sets of 120 questions in 160 minutes and review every miss against the outline. The CertStash CPMAI pack has 295 questions, enough for more than two full runs without repeats.
On exam day
You take the exam through Pearson VUE, either in person at a test centre, which PMI recommends, or online proctored through OnVUE. Online proctored exams need system tests and an extensive check-in process, so allow time before your appointment. You have one year (12 months) from purchase to obtain the certification.
The exam is preceded by a tutorial and followed by a survey, each of which can take up to 15 minutes. That time is not counted against your 160 minutes. There are no scheduled breaks. Your official result appears on your myPMI dashboard.
Before you register you must read and agree to the PMI Code of Ethics and Professional Conduct, which is in the PMI Certification Handbook.
Frequently asked questions
Can I retake the CPMAI if I fail?
Yes. PMI suggests about 30 days of further preparation before a retake. You may take the exam up to three times within a one year (365 day) eligibility period, and each later attempt needs an exam fee before you schedule it.
Do I need PMI membership?
No. PMI states that membership is not required to obtain the PMI-CPMAI. Fees depend on regional and membership pricing rules, and PMI will not refund the difference if you join after paying.
How do I keep the certification?
Complete 30 professional development units (PDUs) every 3 years under PMI's Continuing Certification Requirements programme. PMI also says maintaining the certification requires a payment based on regional and membership pricing rules.
Is the practice pack enough on its own?
No. It is practice, not a course, and PMI requires its own prep course before you can sit the exam. The 295 CPMAI questions show you how scenarios are framed and where your gaps are, but you still need to learn the CPMAI Methodology. Use the pack to test what you have learned.
When you are ready to practise at full length, get the complete PMI CPMAI practice pack for US$39, with a pass or money back guarantee.
Sources
The official pages the facts in this guide were checked against.
