A retail bank wants to automate the process of approving small business loan applications. The current process involves a loan officer manually reviewing credit scores, bank statements, and business financials, then making a decision. The bank receives about 200 applications per month, and the process is highly accurate but slow. What is the MOST important factor to consider when assessing the feasibility of automating this process?

The volume of applications is too low to justify the cost of an AI solution.

The process involves subjective judgment and regulatory compliance, making full automation risky.

The process is slow, which is a clear indicator that it is a poor candidate for automation.

The decision-making process is highly accurate, so automation would introduce unnecessary risk.

After receiving SME feedback on a problem statement, what is the best next step?

Proceed directly to solution design without changes

Document the feedback but do not act on it

Discard the feedback if it is not from a senior executive

Update the problem statement and confirm the changes with the SMEs

In a stakeholder interview, a warehouse manager says, 'We are always running out of stock for popular items, but we have too much of others. It's a mess.' Which of the following is the MOST accurate way to document this as a pain point?

The warehouse needs a better inventory system.

The warehouse experiences stockouts of popular items while holding excess inventory of slow-moving items, indicating a demand forecasting issue.

The warehouse has a stock management problem.

The warehouse manager is frustrated with inventory levels.

What is the main purpose of a use case in the context of an AI solution?

To define the technical algorithms used in the solution

To estimate the cost of the solution

To list the hardware requirements for the solution

To describe how the solution will be used to achieve a specific goal

PMICertified Professional in Managing AI (PMI-CPMAI)

Domain 2Objective 1

Identify Problem to Be Solved (e.g., Needs, Persona) PMI-CPMAI Practice Questions (Page 3)

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 31 practice questions to prepare you well beyond it. (estimate)

31questions here

7free pages

10concepts

26%of the exam

Questions 11–15

11foundation · easy
A business problem requires understanding and responding to customer inquiries in a chat interface. Which AI technique is most appropriate?
Select an answer first
12application · medium
A retail bank wants to automate the process of approving small business loan applications. The current process involves a loan officer manually reviewing credit scores, bank statements, and business financials, then making a decision. The bank receives about 200 applications per month, and the process is highly accurate but slow. What is the MOST important factor to consider when assessing the feasibility of automating this process?
Select an answer first
13foundation · easy
After receiving SME feedback on a problem statement, what is the best next step?
Select an answer first
14application · medium
In a stakeholder interview, a warehouse manager says, 'We are always running out of stock for popular items, but we have too much of others. It's a mess.' Which of the following is the MOST accurate way to document this as a pain point?
Select an answer first
15foundation · easy
What is the main purpose of a use case in the context of an AI solution?
Select an answer first

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Identify Problem to Be Solved (e.g., Needs, Persona) PMI-CPMAI Practice Questions (Page 3)

Questions 11–15

A business problem requires understanding and responding to customer inquiries in a chat interface. Which AI technique is most appropriate?

After receiving SME feedback on a problem statement, what is the best next step?

In a stakeholder interview, a warehouse manager says, 'We are always running out of stock for popular items, but we have too much of others. It's a mess.' Which of the following is the MOST accurate way to document this as a pain point?

What is the main purpose of a use case in the context of an AI solution?

Keep studying — Identify Business Needs and Solutions