PMI CPMAI valid exam dumps : Cognitive Project Management in AI (PMI-CPMAI)

  • Exam Code: CPMAI
  • Exam Name: Cognitive Project Management in AI (PMI-CPMAI)
  • Updated: Aug 23, 2026
  • Q&As: 272 Questions and Answers

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CPMAI exam dumps

PMI CPMAI Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Identify Data Needs26%- Plan data collection, storage, and infrastructure
- Ensure data quality, privacy, security, and compliance
- Define data requirements and sources
Topic 2: Manage AI Model Development and Evaluation16%- Monitor performance, accuracy, and reliability
- Oversee model design, training, and validation
- Address model drift, explainability, and limitations
Topic 3: Operationalize AI Solution17%- Establish monitoring, maintenance, and improvement processes
- Manage change, adoption, and governance post-launch
- Deploy AI systems into production
Topic 4: Identify Business Needs and Solutions26%- Evaluate feasibility and value of AI solutions
- Align AI initiatives with organizational strategy
- Define requirements, scope, and success criteria
Topic 5: Support Responsible and Trustworthy AI Efforts15%- Ensure fairness, transparency, accountability
- Establish ethical and governance frameworks
- Manage bias, risk, compliance, and societal impact

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

1. Your team is working on an image recognition project, have collected the appropriate data for the project, and have picked a neural network algorithm. They are now ready to train their model. In which phase of CPMAI is this done?

A) Phase V
B) Phase III
C) Phase II
D) Phase VI
E) Phase I
F) Phase IV


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

A) Phase I: Business Understanding
B) Every Phase of the AI project
C) Phase VI: Model Operationalization
D) Phase II: Data Understanding


3. You are leading a project to develop a new predictive maintenance solution. Together with your project team you determine your data needs, see if you have access to the data, and then begin working on the project. Which phase best describes the work you are performing?

A) Phase V
B) Phase III
C) Phase II
D) Phase VI
E) Phase I
F) Phase IV


4. An AI project team needs to assess the feasibility of an AI solution. In order to proceed with the AI project, what should the project manager address?

A) Potential vendor costs
B) Alignment with business objectives
C) Projected data debt
D) Complexity of operationalization


5. Your team is trying to determine which pattern best fits their AI problem. To do this the project team is running through the seven patterns of AI to figure out what pattern best applies to their problem. Which of the following is the best approach?

A) When in doubt, go with the patterns and anomalies pattern as all AI projects are about pattern matching.
B) When in doubt, don't apply any pattern of AI
C) Determine what you're trying to accomplish and see which pattern(s) of AI fit best.
D) Apply every pattern to the project.


Solutions:

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

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