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

  • Exam Code: CPMAI
  • Exam Name: Cognitive Project Management in AI (PMI-CPMAI)
  • Updated: Aug 19, 2026   Q&As: 272 Questions and Answers

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PMI CPMAI Exam Syllabus Topics:
SectionWeightObjectives
Topic 1: Managing AI8%- Risk management in AI projects
- Stakeholder management
- Managing AI project teams and resources
Topic 2: AI Fundamentals16%- AI capabilities and limitations
- Concepts and terminology of Artificial Intelligence
- Types of AI and Machine Learning
Topic 3: Trustworthy AI9%- Transparency and explainability
- Privacy and security
- Ethical considerations and bias
Topic 4: Data for AI13%- DataOps concepts
- Data preparation and preprocessing
- Data strategy and governance
Topic 5: CPMAI Methodology41%- Phase VI: Iteration & Monitoring
  • 1. Retraining and model drift management
  • 2. Continuous monitoring and iteration
- Phase V: Operationalization
  • 1. Define success criteria and monitoring
  • 2. Plan for deployment and integration
- Phase II: Data Identification & Curation
  • 1. Assess data readiness and quality
  • 2. Identify data needs
- Phase I: Problem Identification
  • 1. Identify business needs and solutions
  • 2. Evaluate initial AI feasibility
- Phase IV: Model Evaluation
  • 1. Evaluate model performance against metrics
  • 2. Oversee AI/ML model QA/QC
- Phase III: Algorithm Selection & Model Training
  • 1. Manage model training and configuration
  • 2. Oversee AI/ML model technique selection
Topic 6: Machine Learning13%- Supervised, Unsupervised, and Reinforcement Learning
- Algorithms and models (e.g., NLP, Computer Vision)
- Deep Learning and Neural Networks
PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:

1. You are working on the data engineering pipeline for the AI project and you want to make sure to address the creation of pipelines to deal with model iteration. What part of the pipeline best deals with this step?

A) Retraining Pipelines
B) ELT pipeline
C) Feature Engineering
D) Data Acquisition / Ingest / Capture


2. You recently completed an image recognition project at your company that was focused on identifying different types of cars. You have now been assigned a new image recognition project that is focused on identifying different types of animals. You know you can shortcut model development by using a specific technique. What is this technique called?

A) Transfer Learning
B) Generative AI
C) Reinforcement Learning
D) Pre-Trained Models


3. 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) Do not move forward and cancel the project all together.
B) Do not move forward until you can determine a clear problem definition.
C) 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.
D) Move forward with the project as planned. The problem definition will become clear later on in the project.


4. A fraud detection system must minimize false positives to avoid incorrectly flagging legitimate transactions. The team is selecting evaluation metrics to optimize model performance accordingly. Which metric should be prioritized in this scenario?

A) Accuracy
B) Precision
C) F1-score
D) Recall


5. During the transition to an AI solution, the project manager discovers that certain tasks may not require cognitive Al capabilities and can be handled through traditional automation methods. As a result, the project team starts segregating tasks based on their cognitive requirements. What should the team consider?

A) Proceeding with intelligent functionalities
B) Assessing traditional task complexity
C) Utilizing traditional automation solutions
D) Applying AI capabilities for noncognitive tasks


Solutions:

Question # 1
Answer: A
Question # 2
Answer: A
Question # 3
Answer: B
Question # 4
Answer: B
Question # 5
Answer: C

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