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PMI CPMAI Exam Syllabus Topics:

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

1. A capital markets firm is exploring the use of AI to enhance its trading algorithms. The firm expects the AI solution will increase trading accuracy and profitability. The project manager needs to create a business case to justify the AI investment. Which method will provide results that meet the firm's goals and objectives?

A) Performing a scenario analysis
B) Conducting a market trend analysis.
C) Developing a financial impact assessment
D) Consulting with AI vendors

2. You're being told by upper management that you need to manage a new AI project. You need to determine the AI project fit to make sure you're actually solving a real business problem. During phase I: Business Understanding, you should consider at least one of the following (Choose all that apply):

A) Improve company competitiveness in the market
B) Solves a previously unsolved problem
C) Has the "cool" factor
D) Explores a proof of concept for an AI project
E) Enhance revenue
F) Solves an already solved problem but does it better and cheaper

3. A government health agency is considering the implementation of AI to predict disease outbreaks. The project manager needs to determine whether AI is the right solution to address their needs. The solution must analyze large datasets from various regions and provide accurate predictions without overwhelming the system. In addition, the agency has non-Al alternatives such as traditional statistical models. What is a necessary initial task the project manager should perform?

A) Determining the data sources and their reliability
B) Identifying which parts of the problem require cognitive solutions
C) Assessing the agency's current technological infrastructure
D) Evaluating whether the AI system can scale effectively

4. A telecommunications company is preparing data for an AI tool. The project team needs to ensure the data is in the right shape and format for model training. In addition, they are working with a mix of structured and unstructured data. Which method will address the project team's objectives?

A) Converting unstructured data into structured formats
B) Separating structured and unstructured data into different databases
C) Employing a data transformation tool to standardize formats
D) Using a hybrid storage system for both data types

5. During the planning phase, a project manager identifies multiple patterns for their AI project.
Which two actions should the project manager do? (Choose two.)

A) Focus on noncognitive parts before addressing cognitive patterns.
B) Split the project into iterations for different patterns.
C) Proceed with the most complex pattern to challenge the team.
D) Select patterns based on stakeholder preference.
E) Combine all patterns into a single comprehensive iteration.

Solutions: