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- Total Questions: 324
- Updated on: Oct 12, 2026
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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 |
| Support Responsible and Trustworthy AI Efforts | 15% | - Establish ethical and governance frameworks - Manage bias, risk, compliance, and societal impact - Ensure fairness, transparency, accountability |
| 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 - Manage change, adoption, and governance post-launch - Deploy AI systems into production |
| Identify Data Needs | 26% | - Ensure data quality, privacy, security, and compliance - Define data requirements and sources - Plan data collection, storage, and infrastructure |
CPMAI Exam FAQ: Review, Demo, and Policy
Completion of official PMI-CPMAI Exam Prep Course required; no prior experience or other certifications mandatory Since requirements change over time, confirm the latest on the official PMI exam page before scheduling.
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®, PMI-RMP®, PMI-SP®. Candidates in 2026 prepare for it with ActualTestsIT'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.
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 ActualTestsIT help you apply theory and fill any gaps the training leaves.
The PMI Cognitive Project Management in AI (PMI-CPMAI) exam requires Pass/Fail; no fixed numerical score published to pass, and registration costs USD 699 (PMI Member), USD 899 (Non-Member). A failed attempt means paying the same fee again — a readiness check with the ActualTestsIT engines before booking is the cheaper option.
The PMI Cognitive Project Management in AI (PMI-CPMAI) exam contains 120 (100 scored, 20 unscored pretest) to complete within 160 minutes. Timed simulation in the ActualTestsIT Desktop Test Engine teaches that rhythm before exam day does.
ActualTestsIT 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.
Three versions of the same study materials: 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.
The official PMI Cognitive Project Management in AI (PMI-CPMAI) outline defines 5 domains. The leading three are Support Responsible and Trustworthy AI Efforts (15%), Identify Business Needs and Solutions (26%), and Manage AI Model Development and Evaluation (16%). The full list is in the topics section above, and ActualTestsIT's 324 practice questions cover each one.
Computer-based test (CBT) at Pearson VUE test center or online proctored Register for the PMI Cognitive Project Management in AI (PMI-CPMAI) exam through these official channels:
After booking, ActualTestsIT delivers your practice questions within 1 minute — preparation starts the same day.
PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:
Your model is going to be used for continuous monitoring of machinery, with need for continuous, instant model predictions. What's the most appropriate Model Operationalization approach?
- A. Stream learning
- B. Real-time prediction
- C. Web service / Microservice
- D. Batch prediction
Correct Answer: B 🗳️
Explanation: Only visible for ActualTestsIT members. You can sign-up / login (it's free).
A capital markets firm is exploring the use of AI to enhance its trading algorithms. The firm expects the AI solution will increase trading accuracy and profitability. The project manager needs to create a business case to justify the AI investment. Which method will provide results that meet the firm's goals and objectives?
- A. Consulting with AI vendors
- B. Developing a financial impact assessment
- C. Conducting a market trend analysis.
- D. Performing a scenario analysis
Correct Answer: B 🗳️
Explanation: Only visible for ActualTestsIT members. You can sign-up / login (it's free).
Your team is looking for a short term ROI project and decides that an AI enabled chatbot will be the project to start with. During Phase I of CPMAI you go through the AI Go/No Go decision chart and realize that you have not answered yes to all the business feasibility questions. You and the team have not determined a clear problem definition. What's the best course of action with how to proceed?
- A. Cautiously move forward as planned. You do not need to answer yes to all the questions in the AI Go/No Go decision chart to start your project.
- B. Do not move forward until you can determine a clear problem definition.
- C. Move forward with the project as planned. The problem definition will become clear later on in the project.
- D. Do not move forward and cancel the project all together.
Correct Answer: B 🗳️
Explanation: Only visible for ActualTestsIT members. You can sign-up / login (it's free).
An aerospace company's project team is evaluating data quality before preparing data for AI models to predict maintenance needs. They are facing challenges with streaming data. If the project team were dealing with batch data, how would the result be different?
- A. Batch data has greater inconsistency in the data.
- B. Batch data requires a higher need for data augmentation.
- C. Batch data has more complex data conflicts.
- D. Batch data is easier to manage the data inflow.
Correct Answer: D 🗳️
Explanation: Only visible for ActualTestsIT members. You can sign-up / login (it's free).
An aerospace company is integrating AI into their manufacturing process to enhance safety and efficiency. The project team needs to evaluate potential security threats to prevent unauthorized access to sensitive data. What is the highest risk?
- A. Employing a proprietary software with no open-source review
- B. Secure APIs and data flows by enforcing data governance
- C. Operationalizing a decentralized data storage system
- D. Implementing an AI model without regular data updates
Correct Answer: C 🗳️
Explanation: Only visible for ActualTestsIT members. You can sign-up / login (it's free).
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