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Get an edge on your PMI Cognitive Project Management in AI (PMI-CPMAI) journey with premium CPMAI practice tests from Actual4Labs. We offer 324 questions with comprehensive updates throughout 2026, giving you the exact preparation you need.
| Certification Vendor: | Project Management Institute (PMI) |
|---|---|
| Exam Name: | Cognitive Project Management in AI (CPMAI) / PMI-CPMAI Certification Exam |
| Exam Number: | PMI-CPMAI |
| Exam Duration: | 160 minutes |
| Available Languages: | English |
| Certificate Validity Period: | 3 years (renewal requires 30 PDUs) |
| Real Exam Qty: | 120 (100 scored, 20 unscored) |
| Exam Format: | Multiple-choice (single best answer), Scenario-based questions |
| Recommended Training: | PMI CPMAI Training and Exam Prep |
| Exam Registration: | PMI Certification Portal |
| Sample Questions: | DOWNLOAD DEMO |
| Exam Way: | Online proctored exam or authorized testing center (Pearson VUE) |
| Pre Condition: | No formal prerequisite; project management or AI/data experience recommended |
| Official Syllabus URL: | https://www.pmi.org/ |
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AI Operationalization and Governance | - Deployment and lifecycle management
| |
| Topic 2: Identify Business Needs and Solutions | 26% | - Problem framing and business alignment
|
| Topic 3: Data Preparation for AI | - Data cleaning and transformation
| |
| Topic 4: Data for AI | - Data identification and governance
| |
| Topic 5: AI Model Development and Iteration | - Model building and validation
| |
| Topic 6: AI System Testing and Evaluation | - Model evaluation and monitoring
|
The CPMAI exam is a core requirement for the PMI Certified Professional in Managing AI (PMI-CPMAI) certification at the Professional level.
Candidates will face 120 (100 scored, 20 unscored) questions and have 160 minutes to complete the exam. This means you need strict time management. We strongly recommend taking timed practice tests to ensure you can maintain a steady pace without rushing when under actual exam time pressure.
Candidate requirements include: No formal prerequisite; project management or AI/data experience recommended. Please verify all eligibility details on the official certification page before scheduling your appointment.
Registration is handled through official testing partners. The exam is delivered via Online proctored exam or authorized testing center (Pearson VUE). You can sign up here:
The vendor suggests following official learning paths to build a foundational understanding:
Once you complete your training, use the 324 practice questions from Actual4Labs to refine your exam readiness.
Absolutely. A free PDF demo is available for you to evaluate the quality of our questions. Once purchased, you receive 365 days of free updates. If your access expires, you can renew it at a 50% discount to keep your materials current.
Your CPMAI practice materials are delivered instantly. You can download them right away, and a copy will be sent to your email within one minute (contact support if not received in 2 hours). You can install the software on an unlimited number of computers. We also offer a 100% Money Back Guarantee: if you fail the corresponding exam within 60 days of purchase, you can claim a full refund. To apply, submit your enrollment slip and official Score Report PDF within 2 days after taking the test (processing takes up to 7 days). Note: failures within 3 days of purchase, downloaded but unattempted exams, free materials, and expired orders are excluded. The payer's name must match the candidate's name. Alternatively, you can exchange your order for two free exams of equal value and keep the original product's updates.
The syllabus is divided into 6 main domains. Key areas include "AI System Testing and Evaluation", "Identify Business Needs and Solutions" (26%), "Data for AI". For a comprehensive breakdown of all measured skills, please review the complete exam outline table provided above.
Question 1
You want to make sure that in your HR hiring system that applicants have the ability to contest the result. In what layer of the Trustworthy AI framework do we address this need?
A. Governed AI
B. Explainable AI
C. Transparent AI
D. Responsible AI
E. Ethical AI
Question 2
A project team is assessing a customer dataset and finds that 22 percent of records have a null value in the primary address field, and several records list contradictory account open dates.
Which two data quality dimensions are most directly affected?
A. Timeliness and relevance
B. Completeness and consistency
C. Validity and accessibility
D. Accuracy and uniqueness
Question 3
Midway through an iteration, business stakeholders request that the model also predict two additional outcomes not included in the original scope.
What should the project manager do?
A. Extend the current iteration timeline to accommodate the additional outcomes
B. Reject the request as outside the approved scope
C. Incorporate the request to maintain stakeholder engagement
D. Evaluate the request against the iteration objective and defer it to a subsequent iteration if it does not fit
Question 4
A model achieves 97 percent accuracy during validation but performs poorly in production.
Investigation reveals that a feature in the training set was derived from information that becomes available only after the outcome occurs.
What issue does this describe?
A. Overfitting
B. Concept drift
C. Sampling bias
D. Data leakage
Question 5
In an aerospace project focused on predictive maintenance using AI, the project team is facing challenges in coordinating the AI models' operationalization across various manufacturing sites.
Strong governance and corporate guardrails are established, but each site has different computational capabilities and network latencies. What is an effective method that helps to ensure consistent AI performance across these sites?
A. Operationalizing a decentralized AI architecture
B. Using site-specific AI model tuning
C. Utilizing cloud-based AI services uniformly
D. Implementing a centralized AI model repository
Solutions:
| Question 1 Answer: C | Question 2 Answer: B | Question 3 Answer: D | Question 4 Answer: D | Question 5 Answer: B |
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