Learn with PMI : CPMAI training material for 100% pass
Updated: Sep 11, 2026
No. of Questions: 324 Questions & Answers with Testing Engine
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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 |
| Passing Score: | Pass/Fail (Not publicly disclosed) |
| Real Exam Qty: | 120 |
| Exam Format: | Scenario-based, Multiple Choice |
| Exam Price: | $699 (PMI Member) / $899 (Non-Member) |
| Available Languages: | Chinese (Traditional), German, Chinese (Simplified), Brazilian Portuguese, French, Japanese, English, Korean, Spanish (LATAM), Arabic |
| Related Certifications: | PMP PMI-ACP |
| Exam Duration: | 160 minutes |
| Certificate Validity Period: | 3 Years (Maintenance: 30 PDUs) |
| Sample Questions: | PMI CPMAI Sample Questions |
| 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 |
|---|---|---|
| Topic 1: Managing AI | 8% | - Risk management in AI projects - Managing AI project teams and resources - Stakeholder management |
| Topic 2: Trustworthy AI | 9% | - Transparency and explainability - Privacy and security - Ethical considerations and bias |
| Topic 3: CPMAI Methodology | 41% | - Phase VI: Iteration & Monitoring
|
| Topic 4: Machine Learning | 13% | - Algorithms and models (e.g., NLP, Computer Vision) - Supervised, Unsupervised, and Reinforcement Learning - Deep Learning and Neural Networks |
| Topic 5: AI Fundamentals | 16% | - AI capabilities and limitations - Concepts and terminology of Artificial Intelligence - Types of AI and Machine Learning |
| Topic 6: Data for AI | 13% | - Data preparation and preprocessing - Data strategy and governance - DataOps concepts |
PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:
A healthcare organization is implementing an AI system for patient data management. The project manager must ensure compliance with data privacy regulations. In addition, they need to verify that the AI tool adheres to all relevant data access protocols and compliance standards.
What should the project manager do first to address these requirements?
- A. Establish a data privacy officer (DPO) role to oversee the AI system.
- B. Develop and enforce a data governance framework.
- C. Conduct a comprehensive data protection impact assessment.
- D. Implement secure data protocols (SDPs) and monitoring.
Correct Answer: B 🗳️
Explanation: Only visible for Exam4Labs members. You can sign-up / login (it's free).
You just joined a new company and they want to start their first AI project. Senior management thinks the best approach is to just buy AI from a vendor. You know that AI is something you do, not something you buy. What is your next best course of action to address this?
- A. Share prior experiences with how your last team addressed this problem and how you solved it
- B. Help senior management do research on AI vendors
- C. Share prior experiences with how your last team addressed this problem and their data quality issues
- D. Say nothing and let the team figure it out for themselves
Correct Answer: A 🗳️
Explanation: Only visible for Exam4Labs members. You can sign-up / login (it's free).
A project manager is leading a complex project for a global financial institution. The project is developing an AI-driven system for real-time fraud detection and risk management. The system needs to adhere to all financial regulations. The project manager has identified skills gaps with the existing available resources. What should the project manager do?
- A. Engage consultants to fill the expertise gap.
- B. Delay the project until internal expertise is developed.
- C. Allocate additional budget for consultant AI training.
- D. Proceed with the project until external expertise is needed.
Correct Answer: A 🗳️
Explanation: Only visible for Exam4Labs members. You can sign-up / login (it's free).
Recently your company has been getting a large number of spam emails and some employees have been clicking on these suspicious emails causing a headache for IT. The head of IT wants to create a more robust spam filter and your team has been tasked with this project. What type of algorithm would you select for this problem?
- A. Multiclass Classification
- B. Binary (or Binomial) Classification
- C. Clustering
- D. Regression
Correct Answer: B 🗳️
Explanation: Only visible for Exam4Labs members. You can sign-up / login (it's free).
A manufacturing company is considering implementing an AI solution to optimize its supply chain.
The project manager needs to determine if AI is necessary for this task. Which action will address the requirements?
- A. Identifying noncognitive versus AI methods used in supply chain management
- B. Evaluating the scalability of AI solutions for supply chain optimization
- C. Assessing the cost-benefit ratio of an AI implementation for the supply chain
- D. Determining the specific cognitive tasks that Al can perform within the supply chain
Correct Answer: A 🗳️
Explanation: Only visible for Exam4Labs members. You can sign-up / login (it's free).
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