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Updated: Oct 02, 2026
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PMI CPMAI Exam Overview:
| Certification Vendor: | Project Management Institute (PMI) |
|---|---|
| Exam Name: | Cognitive Project Management in AI (CPMAI) / PMI-CPMAI Certification Exam |
| Exam Number: | PMI-CPMAI |
| Exam Format: | Scenario-based questions, Multiple-choice (single best answer) |
| Exam Duration: | 160 minutes |
| Available Languages: | English |
| Certificate Validity Period: | 3 years (renewal requires 30 PDUs) |
| Real Exam Qty: | 120 (100 scored, 20 unscored) |
| Recommended Training: | PMI CPMAI Training and Exam Prep |
| Exam Registration: | PMI Certification Portal |
| Sample Questions: | PMI CPMAI Sample Questions |
| 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/ |
PMI CPMAI Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| AI Operationalization and Governance | - Deployment and lifecycle management
| |
| AI System Testing and Evaluation | - Model evaluation and monitoring
| |
| Data for AI | - Data identification and governance
| |
| Identify Business Needs and Solutions | 26% | - Problem framing and business alignment
|
| AI Model Development and Iteration | - Model building and validation
| |
| Data Preparation for AI | - Data cleaning and transformation
|
PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:
In the early stages of an AI project, the team needs to determine the types of environments and devices where the AI solution will be used. This information is crucial to ensure a successful implementation. Which action should the project manager implement first?
- A. Hold workshops with end users to gather feedback.
- B. Perform a technical requirements audit.
- C. Conduct comprehensive user experience research.
- D. Draft a detailed usage scenario analysis.
Correct Answer: D 🗳️
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A project manager is defining the operationalization plan for a deployed model and must specify when retraining occurs.
What is the most effective approach?
- A. Define performance thresholds that automatically trigger retraining review
- B. Retrain when a stakeholder reports dissatisfaction with outputs
- C. Retrain on a fixed quarterly schedule
- D. Retrain whenever new training data becomes available
Correct Answer: A 🗳️
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A financial services firm is building an AI model to detect fraudulent transactions. Identifying and validating data sources is critical to the model's success. What is an effective method that helps to ensure data accuracy?
- A. Utilizing data lineage tools to track data origin and transformations
- B. Implementing a blockchain-based ledger for transaction data
- C. Setting up a batch processing system for data cleansing
- D. Employing a federated database system for decentralized data access
Correct Answer: A 🗳️
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You're in charge of marketing at your organization and you've been tasked with using AI to help create marketing images. What's a good solution for this need?
- A. Generative AI solutions for content generation
- B. Decision tree and Random Forest approaches
- C. Image and object detection and recognition systems
- D. Autonomous patterns and process automation
Correct Answer: A 🗳️
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An AI project for a financial technology client is at risk due to potential inaccuracies in data aggregation. What is the first step the project manager should take to mitigate the risk?
- A. Create a data visualization.
- B. Delete the suspicious data manually.
- C. Understand the data characteristics.
- D. Evaluate the data freshness and relevance.
Correct Answer: C 🗳️
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