PMI CPMAI Exam Questions : Cognitive Project Management in AI (PMI-CPMAI)

  • Exam Code: CPMAI
  • Exam Name: Cognitive Project Management in AI (PMI-CPMAI)
  • Updated: Oct 11, 2026
  • Q&As: 324 Questions and Answers

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PMI CPMAI Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Preparation for AI- Data cleaning and transformation
  • 1. Feature engineering and preparation
    • 2. Data quality assurance
      Topic 2: AI System Testing and Evaluation- Model evaluation and monitoring
      • 1. Explainability and reliability assessment
        • 2. Performance evaluation and drift detection
          Topic 3: AI Model Development and Iteration- Model building and validation
          • 1. Machine learning / generative AI model development
            • 2. Iterative delivery approach
              Topic 4: Data for AI- Data identification and governance
              • 1. Data compliance and ethics
                • 2. Data sourcing and selection
                  Topic 5: Identify Business Needs and Solutions26%- Problem framing and business alignment
                  • 1. Feasibility and ROI analysis
                    • 2. Define AI business objectives
                      Topic 6: AI Operationalization and Governance- Deployment and lifecycle management
                      • 1. Continuous improvement and monitoring
                        • 2. AI governance and responsible AI

                          PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:

                          Question #1

                          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. Implement secure data protocols (SDPs) and monitoring.
                          • B. Establish a data privacy officer (DPO) role to oversee the AI system.
                          • C. Develop and enforce a data governance framework.
                          • D. Conduct a comprehensive data protection impact assessment.
                          Reveal Solution  Discussion  0

                          Correct Answer: C  🗳️

                          Explanation: Only visible for VCEPrep members. You can sign-up / login (it's free).

                          Question #2

                          You're looking to take an image and have a Generative AI solution generate additional content beyond the bounds of the current image size. What Generative AI approach can you use?

                          • A. Use of inpainting to replace image components
                          • B. Use of super-resolution to enhance the existing image
                          • C. Use of Generative Outpainting
                          • D. Prompt engineering for new image generation
                          Reveal Solution  Discussion  0

                          Correct Answer: C  🗳️

                          Explanation: Only visible for VCEPrep members. You can sign-up / login (it's free).

                          Question #3

                          A team is retraining a model and creating a new version of that model. What's the most important thing for the team to have in place before doing this?

                          • A. Model operations
                          • B. Data operations
                          • C. Model Governance
                          • D. Model discovery
                          Reveal Solution  Discussion  0

                          Correct Answer: C  🗳️

                          Explanation: Only visible for VCEPrep members. You can sign-up / login (it's free).

                          Question #4

                          In a government healthcare AI project, the objective is to reduce patient wait times by optimizing staff schedules. After 6 months, the cost is US$500,000 with a completion rate of 60%. The project manager needs to determine the return on investment (ROI) to justify the current expenditure. What is an effective method to achieve this objective?

                          • A. Utilize a net present value model to project future benefits.
                          • B. Apply a cost-consequence analysis to measure project efficiency.
                          • C. Evaluate the incremental cost-benefit analysis using the cost-performance baseline.
                          • D. Calculate the total savings in patient wait times and compare them to the initial cost.
                          Reveal Solution  Discussion  0

                          Correct Answer: A  🗳️

                          Explanation: Only visible for VCEPrep members. You can sign-up / login (it's free).

                          Question #5

                          During which phase of an AI project should you consider Trustworthy AI considerations?

                          • A. Phase II: Data Understanding
                          • B. Phase VI: Model Operationalization
                          • C. Every Phase of the AI project
                          • D. Phase I: Business Understanding
                          Reveal Solution  Discussion  0

                          Correct Answer: C  🗳️

                          Explanation: Only visible for VCEPrep members. You can sign-up / login (it's free).

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