Which of the following is an example of a key performance indicator (KPI) that could be used to measure the ROI of an AI solution?

The number of data scientists on the project

The percentage reduction in operational costs

The number of lines of code in the AI model

The type of cloud provider used

Which of the following is a component of the total cost of ownership (TCO) for an AI solution?

The number of data scientists on the team

The cost of ongoing model retraining and data storage

The projected increase in market share

A healthcare provider is deploying an AI system to reduce patient no-shows. The project manager needs to establish metrics to measure ROI over time. Which combination of metrics would best capture both the financial and operational impact of the AI solution?

Reduction in no-show rate and revenue recovered from filled appointment slots

Patient satisfaction score and staff training hours

Total implementation cost and number of patients in the database

Number of AI model updates and system uptime

How should a cost-benefit analysis be presented to stakeholders to support informed decision-making?

In a complex spreadsheet with no explanation

In a clear and concise format that highlights the net benefit and key assumptions

Only to the IT department, as other stakeholders do not need to see it

As a detailed technical specification of the AI model

PMICertified Professional in Managing AI (PMI-CPMAI)

Domain 2Objective 5

Determine ROI PMI-CPMAI Practice Questions (Page 2)

Part of the Identify Business Needs and Solutions domain, which accounts for 26% of the PMI-CPMAI exam. PMI does not publish an official question count, but from its 160-minute exam (~65–105 total, ~17–27 in this domain), expect 2–3 from this objective — we provide 20 practice questions to prepare you well beyond it. (estimate)

20questions here

4free pages

5concepts

26%of the exam

Questions 6–10

6foundation · easy
Which of the following is an example of a key performance indicator (KPI) that could be used to measure the ROI of an AI solution?
Select an answer first
7foundation · easy
Which of the following is a component of the total cost of ownership (TCO) for an AI solution?
Select an answer first
8application · medium
A healthcare provider is deploying an AI system to reduce patient no-shows. The project manager needs to establish metrics to measure ROI over time. Which combination of metrics would best capture both the financial and operational impact of the AI solution?
Select an answer first
9foundation · easy
How should a cost-benefit analysis be presented to stakeholders to support informed decision-making?
Select an answer first
10application · medium
An e-commerce company is considering an AI recommendation engine. The marketing team estimates it will increase average order value by 10%, with current average order value at $50 and 1 million orders per year. The IT team estimates the system will cost $300,000 per year in total. What is the expected annual net benefit of the recommendation engine?
Select an answer first

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