A company needs to acquire a data labeling tool for an AI project. The tool must support image annotation and integrate with the company's existing data storage. The project manager has identified two potential vendors. Vendor A offers a tool that meets all technical requirements but is more expensive. Vendor B offers a cheaper tool that lacks image annotation support. What should the project manager do?

Ask the IT team to build a custom annotation tool in-house to avoid vendor costs.

Select Vendor B to save money, and plan to manually annotate images as a workaround.

Select Vendor A because the tool meets the project's technical requirements, and work with procurement to negotiate the price.

Delay the project until a cheaper tool that meets all requirements becomes available.

A logistics company is deploying an AI model that predicts delivery delays. The model will be used by dispatchers in a central office and also on mobile devices used by drivers. The company has a private cloud environment for its core applications. Which deployment infrastructure is most appropriate?

Deploy the model only on the drivers' mobile devices to avoid cloud infrastructure costs.

Deploy the model in the private cloud for central office use and also create a lightweight version for on-device inference on the drivers' mobile devices.

Deploy the model only in the private cloud and require drivers to access it through a web interface on their mobile devices.

Use a public cloud service for both central and mobile users, bypassing the private cloud.

PMICertified Professional in Managing AI (PMI-CPMAI)

Domain 2Objective 10

Identify Project Resources (e.g., People, Hardware, Contractors) PMI-CPMAI Practice Questions (Page 7)

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

34questions here

7free pages

9concepts

26%of the exam

9 Concepts in This Objective

Assess AI project skill requirements
Determine team composition and roles
Evaluate hardware needs for AI development
Evaluate infrastructure for deployment
Identify gaps requiring external contractors
Plan resource allocation across project phases
Develop a project timeline with resource dependencies
Coordinate with procurement for AI tools and platforms
Manage vendor and contractor procurement processes

Questions 31–34

31application · medium
A company needs to acquire a data labeling tool for an AI project. The tool must support image annotation and integrate with the company's existing data storage. The project manager has identified two potential vendors. Vendor A offers a tool that meets all technical requirements but is more expensive. Vendor B offers a cheaper tool that lacks image annotation support. What should the project manager do?
Select an answer first
32foundation · easy
An AI project has three phases: data preparation, model training, and deployment. Which phase is most likely to require the highest GPU allocation?
Select an answer first
33application · medium
A logistics company is deploying an AI model that predicts delivery delays. The model will be used by dispatchers in a central office and also on mobile devices used by drivers. The company has a private cloud environment for its core applications. Which deployment infrastructure is most appropriate?
Select an answer first
34foundation · easy
A project manager is defining the roles for an AI project that will automate document review. The team needs to prepare data, build the model, and integrate it into an existing workflow. Which role is primarily responsible for preparing and cleaning the data for model training?
Select an answer first

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Identify Project Resources (e.g., People, Hardware, Contractors) PMI-CPMAI Practice Questions (Page 7)

Questions 31–34

An AI project has three phases: data preparation, model training, and deployment. Which phase is most likely to require the highest GPU allocation?

A project manager is defining the roles for an AI project that will automate document review. The team needs to prepare data, build the model, and integrate it into an existing workflow. Which role is primarily responsible for preparing and cleaning the data for model training?

Keep studying — Identify Business Needs and Solutions