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PMI CPMAI Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Identify Data Needs | 26% | - Ensure data quality, privacy, security, and compliance - Plan data collection, storage, and infrastructure - Define data requirements and sources |
| Topic 2: Operationalize AI Solution | 17% | - Manage change, adoption, and governance post-launch - Establish monitoring, maintenance, and improvement processes - Deploy AI systems into production |
| Topic 3: Identify Business Needs and Solutions | 26% | - Define requirements, scope, and success criteria - Evaluate feasibility and value of AI solutions - Align AI initiatives with organizational strategy |
| Topic 4: Manage AI Model Development and Evaluation | 16% | - Monitor performance, accuracy, and reliability - Address model drift, explainability, and limitations - Oversee model design, training, and validation |
| Topic 5: Support Responsible and Trustworthy AI Efforts | 15% | - Ensure fairness, transparency, accountability - Manage bias, risk, compliance, and societal impact - Establish ethical and governance frameworks |
PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:
Question #1
A financial services firm is integrating AI to enhance fraud detection. To oversee data evaluation, the project manager needs to ensure the integrity and accuracy of input data, including transaction histories and customer profiles. Which method provides the results that address the requirements?
A. Using a fact checklist to systematically verify data sources
B. Implementing alternative approaches to process data differently
C. Applying a visualization generator to create data flow diagrams
D. Utilizing a prompt pattern to guide the AI model's training process
Question #2
An IT services company project manager is creating an AI project scope statement. They need to include details on the environments, devices, and personnel that will use the AI solution. What should the project manager do?
A. Create an AI efficacy program to complete the scope statement.
B. Develop a comprehensive usage scenario analysis.
C. Gain stakeholder buy-in to proceed with the project.
D. Perform a detailed technical requirements audit for the scope statement.
Question #3
A project charter states that the AI solution will "significantly improve customer experience." What is the deficiency in this statement?
A. It does not specify the AI technique to be used
B. It is not measurable and cannot support a go/no-go decision
C. It does not identify the responsible business owner
D. It does not reference the applicable regulatory framework
Question #4
Your team is planning an AI enabled chatbot project to help reduce call center load. They are currently determining if the project can get off the ground and working through the AI Go/No Go feasibility questions. What stage of CPMAI is the team currently working on?
A. Phase II
B. Phase IV
C. Phase VI
D. Phase I
E. Phase V
F. Phase III
Question #5
A telecommunications company is implementing an AI solution to optimize network performance.
The project team needs to prepare the data for the AI system by addressing data format inconsistencies. Which method should the project manager use?
A. Determining the necessary data transformation steps
B. Evaluating the potential impact of data breaches
C. Creating a comprehensive data quality report
D. Implementing a data governance framework
Solutions:
| Question #1 Correct Answer: A | Question #2 Correct Answer: B | Question #3 Correct Answer: B | Question #4 Correct Answer: D | Question #5 Correct Answer: A |
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