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Updated: Nov 08, 2026
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- Total Questions: 324
- Updated on: Nov 08, 2026
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- Total Questions: 324
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PDF Practice Q&A's
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- Total Questions: 324
- Updated on: Nov 08, 2026
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PMI CPMAI Exam Overview:
| Certification Vendor: | PMI |
|---|---|
| Exam Name: | PMI Certified Professional in Managing AI (PMI-CPMAI) |
| Exam Number: | PMI-CPMAI |
| Exam Duration: | 160 minutes |
| Available Languages: | Japanese, German, Spanish (LATAM), English, Chinese (Traditional), Chinese (Simplified), Korean, French, Brazilian Portuguese, Arabic |
| Passing Score: | Pass/Fail (Not publicly disclosed) |
| Related Certifications: | PMI-ACP PMP |
| Certificate Validity Period: | 3 Years (Maintenance: 30 PDUs) |
| Exam Price: | $699 (PMI Member) / $899 (Non-Member) |
| Real Exam Qty: | 120 |
| Exam Format: | Scenario-based, Multiple Choice |
| Sample Questions: | DOWNLOAD DEMO |
| Exam Way: | Online Proctored / Test Center |
| Pre Condition: | Training course completion required prior to exam. |
| Official Syllabus URL: | https://www.pmi.org/certifications/ai-project-management-cpmai |
PMI CPMAI Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Machine Learning | 13% | - Algorithms and models (e.g., NLP, Computer Vision) - Deep Learning and Neural Networks - Supervised, Unsupervised, and Reinforcement Learning |
| Managing AI | 8% | - Managing AI project teams and resources - Stakeholder management - Risk management in AI projects |
| AI Fundamentals | 16% | - Concepts and terminology of Artificial Intelligence - Types of AI and Machine Learning - AI capabilities and limitations |
| Data for AI | 13% | - Data preparation and preprocessing - DataOps concepts - Data strategy and governance |
| Trustworthy AI | 9% | - Ethical considerations and bias - Privacy and security - Transparency and explainability |
| CPMAI Methodology | 41% | - Phase V: Operationalization
|
PMI Cognitive Project Management in AI (PMI-CPMAI) Exam — Your Questions Answered
Three versions of the same study materials, each with its own character: a printable, expert-prepared PDF with free demo download and instant access; a Desktop Test Engine for Windows with customizable simulation and timed modes that works offline; and an Online Test Engine for any browser on Windows, Mac, Android, and iOS with test history and performance review. All 324 practice questions are identical across versions. Every purchase includes 365 days of free updates, a 50% renewal discount afterward, and unlimited computer installations.
Training course completion required prior to exam. Since requirements change over time, confirm the latest on the official PMI exam page before scheduling.
The official PMI Cognitive Project Management in AI (PMI-CPMAI) outline defines 6 domains. The leading three are Data for AI (13%), Trustworthy AI (9%), and CPMAI Methodology (41%). The full list is in the topics section above, and Exams4sures's 324 practice questions cover each one.
PMI recommends these training resources for the PMI Cognitive Project Management in AI (PMI-CPMAI) exam:
Follow the training with steady self-testing — the 324 practice questions from Exams4sures help you apply theory and fill any gaps the training leaves.
The CPMAI exam is a PMI certification exam validating the PMI Cognitive Project Management in AI (PMI-CPMAI) syllabus shown above. It belongs to these credential paths: PMP, PMI-ACP. Candidates in 2026 prepare for it with Exams4sures's 324 practice questions, available as a printable PDF, a Windows Desktop Test Engine, and an Online Test Engine — three versions of the same materials.
The PMI Cognitive Project Management in AI (PMI-CPMAI) exam requires Pass/Fail (Not publicly disclosed) to pass, and registration costs $699 (PMI Member) / $899 (Non-Member). A failed attempt means paying the same fee again — a readiness check with the Exams4sures engines before booking is the cheaper option.
Exams4sures issues a full refund if you take the PMI Cognitive Project Management in AI (PMI-CPMAI) exam within 60 days of purchase and do not pass. The policy does not apply if the exam is taken within 3 days of purchase, if the exam was never actually taken, or to free materials or expired orders, and the candidate name must match the payer name. Submit a scan of your enrollment slip and the official Score Report PDF within 2 days of the exam; claims are processed within 7 days. Alternatively, exchange for two free exam products of equal value and keep your original update service. Orders arrive by email within 1 minute — contact support if nothing arrives within 2 hours.
Online Proctored / Test Center Register for the PMI Cognitive Project Management in AI (PMI-CPMAI) exam through these official channels:
After booking, Exams4sures delivers your practice questions within 1 minute — preparation starts the same day.
The PMI Cognitive Project Management in AI (PMI-CPMAI) exam contains 120 to complete within 160 minutes. Timed simulation in the Exams4sures Desktop Test Engine teaches that rhythm before exam day does.
PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:
An AI model trained on historical transaction data performs well initially. Over time, customer behavior changes due to market conditions, causing declining prediction accuracy. The team observes a mismatch between training and current data distributions. What is this issue called?
- A. Concept drift
- B. Underfitting
- C. Overfitting
- D. Data leakage
Correct Answer: A 🗳️
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You're working with petabytes of data and need to make this dataset more manageable. To do this, you want to reduce the number of variables under consideration. What is the name for this process?
- A. Multivariate regression
- B. Dimensionality Reduction
- C. Gradient Descent
- D. Data selection
Correct Answer: B 🗳️
Explanation: Only visible for Exams4sures members. You can sign-up / login (it's free).
A city transportation department is deploying an AI model that adjusts traffic signal timing. The department is concerned that traffic patterns will shift seasonally and during major events. What is the best method to manage this risk after deployment?
- A. Increase the training dataset size once before launch
- B. Perform continuous monitoring and auditing for drift and performance degradation
- C. Rely on vendor guarantees instead of internal controls
- D. Disable model updates to maintain consistent behavior
Correct Answer: B 🗳️
Explanation: Only visible for Exams4sures members. You can sign-up / login (it's free).
Use cognitive technologies/AI when you can't code the rules or you can't scale easily with people or automation. As a good rule of thumb when deciding if AI is right for the project you should:
- A. See if simple rules work. If yes, then pick the right AI solution to solve the problem.
- B. Decide if it's a statistics pattern. If it's statistical then go with the AI project.
- C. Decide if it's probabilistic or deterministic patterns. If it's deterministic then go with the AI project.
- D. Decide if it's probabilistic or deterministic patterns. If it's probabilistic then go with the AI project.
Correct Answer: D 🗳️
Explanation: Only visible for Exams4sures members. You can sign-up / login (it's free).
A healthcare provider plans to deploy an AI system to predict patient readmissions. The project manager needs to conduct a risk assessment to ensure patient safety and data integrity. What is an effective method to help ensure the AI system adheres to ethical standards?
- A. Conducting a stakeholder impact analysis
- B. Performing continuous monitoring and auditing
- C. Implementing a data encryption protocol
- D. Using an explainability framework
Correct Answer: B 🗳️
Explanation: Only visible for Exams4sures members. You can sign-up / login (it's free).
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