PMI CPMAI : Cognitive Project Management in AI (PMI-CPMAI)
- Exam Code: CPMAI
- Exam Name: Cognitive Project Management in AI (PMI-CPMAI)
- Updated: Oct 09, 2026
- Q & A: 324 Questions and Answers
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PMI CPMAI Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Manage AI Model Development and Evaluation | 16% | - Oversee model design, training, and validation - Monitor performance, accuracy, and reliability - Address model drift, explainability, and limitations |
| Operationalize AI Solution | 17% | - Deploy AI systems into production - Manage change, adoption, and governance post-launch - Establish monitoring, maintenance, and improvement processes |
| Identify Data Needs | 26% | - Plan data collection, storage, and infrastructure - Ensure data quality, privacy, security, and compliance - Define data requirements and sources |
| Identify Business Needs and Solutions | 26% | - Define requirements, scope, and success criteria - Align AI initiatives with organizational strategy - Evaluate feasibility and value of AI solutions |
| Support Responsible and Trustworthy AI Efforts | 15% | - Establish ethical and governance frameworks - Ensure fairness, transparency, accountability - Manage bias, risk, compliance, and societal impact |
PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:
The team is working to build a data preparation pipeline for the conversational chatbot project.
Which phase of CPMAI is this done?
- A. Phase II
- B. Phase V
- C. Phase IV
- D. Phase I
- E. Phase VI
- F. Phase III
Correct Answer: A 🗳️
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Humans have an innate capability that cognitive machines have not been able to replicate. What illustrates the core aspect of human intelligence related to the ability to adapt to new situations?
- A. Applying past experiences to solve unfamiliar problems.
- B. Processing large volumes of information quickly.
- C. Performing tasks based on symbolic reasoning.
- D. Manipulating the environment through random action.
Correct Answer: A 🗳️
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You have been brought on to manage a recognition project, specifically an image recognition project, for an Autonomous Retail application. You know that you need to make sure you have sufficient data for this project. What's the best way to approach this?
- A. Take all the existing data you have and apply it to this project
- B. Take all the data your company has as well as purchase additional external data
- C. Take inventory of all data your team has and use the relevant data
- D. Take inventory of all data your company has and use the relevant data
Correct Answer: D 🗳️
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A healthcare project manager is evaluating whether to implement an AI-powered diagnostic tool.
The initial cost is US$500,000 with an expected return on investment (ROI) of 15% within the first year. The project needs to satisfy multiple stakeholders including hospital administrators and medical staff. Which method will maximize a positive ROI for the AI implementation?
- A. Acquiring alternatives to the AI solution as a contingency plan.
- B. Seeking verbal commitments from interested parties at each project phase.
- C. Ensuring all AI and non-AI components are integrated seamlessly.
- D. Monitoring AI model performance against key performance indicators.
Correct Answer: D 🗳️
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In a complex healthcare project, a provider plans to implement AI for patient data analysis to improve diagnostic accuracy. The project involves the need for interoperability between the AI systems and existing healthcare databases. These databases contain sensitive patient information. The requirements involve strict ethical and legal regulations in various countries.
Which critical step must be performed?
- A. Maintaining high prediction accuracy
- B. Performing a detailed financial risk analysis
- C. Creating a regulatory impact report
- D. Implementing privacy impact assessments
Correct Answer: D 🗳️
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