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PMI CPMAI Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data for AI | - Data identification and governance
| |
| AI Model Development and Iteration | - Model building and validation
| |
| AI Operationalization and Governance | - Deployment and lifecycle management
| |
| Data Preparation for AI | - Data cleaning and transformation
| |
| AI System Testing and Evaluation | - Model evaluation and monitoring
| |
| Identify Business Needs and Solutions | 26% | - Problem framing and business alignment
|
PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:
Question 1
The project team at an IT services company is working on an AI-based customer support chatbot.
To help ensure the chatbot functions effectively, they need to define the required data. Which method meets the project requirements?
A. Developing a new script based on anticipated customer queries
B. Gathering historical customer interaction logs for training data
C. Using synthetic data generated from sample customer conversations
D. Integrating feedback from beta customers to refine the model
Question 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. Generative AI
B. Transfer Learning
C. Pre-Trained Models
D. Reinforcement Learning
Question 3
In an IT services firm, the AI project team is tasked with developing a virtual assistant to support customer service operations. The assistant must integrate seamlessly with existing customer relationship management (CRM) systems and handle a variety of customer queries.
Which necessary initial task should the project manager take?
A. Conducting a comprehensive data audit
B. Building a dedicated data lake
C. Procuring advanced natural language processing (NLP) libraries
D. Designing a custom Al algorithm that enhances the chatbot's capacity
Question 4
A healthcare organization is evaluating the operationalization of an AI-powered diagnostic tool.
The tool is expected to enhance diagnostic accuracy and speed, thereby reducing patient wait times. The project manager needs to prepare a business case to present to the board of directors. Which method will help to ensure a robust business case?
A. Drafting a detailed implementation roadmap
B. Performing a cost-effectiveness study
C. Developing a predictive analytics model
D. Conducting a stakeholder impact analysis
Question 5
An insurance company is selecting an AI approach to automate simple claim approvals for low- risk cases. The organization wants the system to take actions with minimal human intervention based on predefined policies. Which AI capability best fits?
A. Autonomous systems
B. Predictive analytics
C. Hyperpersonalization
D. Conversational
Solutions:
| Question 1 Answer: B | Question 2 Answer: B | Question 3 Answer: A | Question 4 Answer: B | Question 5 Answer: A |

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