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Updated: Sep 23, 2026
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PMI CPMAI Exam Overview:
| Certification Vendor: | Project Management Institute (PMI) |
|---|---|
| Exam Name: | PMI Cognitive Project Management in AI (PMI-CPMAI) Certification Exam |
| Exam Number: | PMI-CPMAI |
| Exam Price: | USD 699 (PMI Member), USD 899 (Non-Member) |
| Passing Score: | Pass/Fail; no fixed numerical score published |
| Real Exam Qty: | 120 (100 scored, 20 unscored pretest) |
| Exam Duration: | 160 minutes |
| Available Languages: | English |
| Related Certifications: | PMI-SP® PMP® PMI-RMP® PMI-ACP® |
| Certificate Validity Period: | Valid indefinitely; requires 30 PDUs every 3 years for maintenance |
| Exam Format: | Multiple-choice, Scenario-based, Application-focused |
| Recommended Training: | PMI-CPMAI Exam Prep Course |
| Exam Registration: | PMI Official Registration Pearson VUE Scheduling |
| Sample Questions: | PMI CPMAI Sample Questions |
| Exam Way: | Computer-based test (CBT) at Pearson VUE test center or online proctored |
| Pre Condition: | Completion of official PMI-CPMAI Exam Prep Course required; no prior experience or other certifications mandatory |
| Official Syllabus URL: | https://www.pmi.org/certifications/ai-project-management-cpmai |
PMI CPMAI Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Identify Business Needs and Solutions | 26% | - Align AI initiatives with organizational strategy - Define requirements, scope, and success criteria - Evaluate feasibility and value of AI solutions |
| Identify Data Needs | 26% | - Define data requirements and sources - Ensure data quality, privacy, security, and compliance - Plan data collection, storage, and infrastructure |
| Support Responsible and Trustworthy AI Efforts | 15% | - Ensure fairness, transparency, accountability - Manage bias, risk, compliance, and societal impact - Establish ethical and governance frameworks |
| Manage AI Model Development and Evaluation | 16% | - Monitor performance, accuracy, and reliability - Oversee model design, training, and validation - Address model drift, explainability, and limitations |
| Operationalize AI Solution | 17% | - Establish monitoring, maintenance, and improvement processes - Deploy AI systems into production - Manage change, adoption, and governance post-launch |
PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:
Your team is running a simulation-based optimization exercise to increase routing efficiency.
Learning for this exercise is done through "trial and error" Which type of machine learning approach is being leveraged for this exercise?
- A. All would work equally well
- B. Reinforcement Learning
- C. Supervised Learning
- D. Unsupervised Learning
Correct Answer: B 🗳️
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The project team at an IT services company is working on an AI-based customer support chatbot.
To help ensure the chatbot functions effectively, they need to define the required data. Which method meets the project requirements?
- A. Developing a new script based on anticipated customer queries
- B. Using synthetic data generated from sample customer conversations
- C. Integrating feedback from beta customers to refine the model
- D. Gathering historical customer interaction logs for training data
Correct Answer: D 🗳️
Explanation: Only visible for Pass4SureQuiz members. You can sign-up / login (it's free).
A project team lacks sufficient labeled data for supervised learning but must still deliver a functional AI solution. Time constraints prevent extensive manual labeling. What is the most appropriate approach to continue development effectively?
- A. Cancel the project
- B. Use unsupervised or semi-supervised learning methods
- C. Ignore labels and proceed
- D. Duplicate existing labeled data
Correct Answer: B 🗳️
Explanation: Only visible for Pass4SureQuiz members. You can sign-up / login (it's free).
Recently, you implemented an augmented intelligence application at work to help employees do their job better. However, employees have been resistant to this change and aren't using the application as expected. What could have been done better to get the team to feel comfortable with this technology and use it? (Choose all that apply.)
- A. Have upper management relay to employees this tool is to augment, and not replace their jobs.
- B. Have the team that built the technology to relay to employees this tool is to augment, and not replace their jobs.
- C. Provide training for everyone to have all employees feel more comfortable using the technology even if they aren't using the technology yet.
- D. Ask end users what information and technology they need to help them do their job better and build the tool to help with these pain points.
Correct Answer: A,C,D 🗳️
Explanation: Only visible for Pass4SureQuiz members. You can sign-up / login (it's free).
During development of a healthcare AI diagnostic tool, stakeholders request improving model accuracy by using a complex black-box model, reducing interpretability. Regulatory requirements emphasize transparency in clinical decisions. How should the project manager respond to this request?
- A. Accept the change to improve performance
- B. Evaluate regulatory and business requirements for explainability
- C. Replace stakeholders with technical experts
- D. Reject the request immediately
Correct Answer: B 🗳️
Explanation: Only visible for Pass4SureQuiz members. You can sign-up / login (it's free).
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