Cognitive project management in AI

Here you have the best PMI CPMAI practice exam questions

  • You have 100 total questions across 20 pages (5 per page)
  • These questions were last updated on February 9, 2026
  • This site is not affiliated with or endorsed by PMI.
Question 1 of 100
Your team is working on an NLP model and has just operationalized the first model. Your team makes updates to the model, overwrites the original model, and puts this new model into operation. However, one of the teams using the model has seen a decrease in performance and is asking to use the original model.
What critical error did your team make?
Suggested Answer: B

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Question 2 of 100
Enhancing and cleaning data is an important action during which phase of CPMAI?
Suggested Answer: D

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Question 3 of 100
Your team is ready to operationalize the model they have been working on. It’s a model that is meant to be used on an “edge device”, specifically a mobile phone and the user may sometimes be in remote locations without regular access to the internet.
What’s the most important thing to consider here?
Suggested Answer: D

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Question 4 of 100
For AI projects the code and systems don’t matter as much as the data. In fact, big data is what’s powering much of this latest wave of AI. What’s most important for your company to consider around data?
Suggested Answer: D

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Question 5 of 100
Using machine learning and other cognitive approaches to understand how to take past / existing behavior and predict future outcomes or help humans make decisions about future outcomes using insight learned from past behavior / interactions / data is a core part to which pattern(s) of AI?
Suggested Answer: D

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About the PMI CPMAI Certification Exam

About the Exam

The PMI CPMAI (Cognitive project management in AI) validates your knowledge and skills. Passing demonstrates proficiency and can boost your career prospects in the field.

How to Prepare

Work through all 100 practice questions across 20 pages. Focus on understanding the reasoning behind each answer rather than memorizing responses to be ready for any variation on the real exam.

Why Practice Exams?

Practice exams help you familiarize yourself with the question format, manage your time, and reduce anxiety on the test day. Our CPMAI questions are regularly updated to reflect the latest exam objectives.