A company has decided to hire a contractor to build a custom NLP model. The project manager has drafted a statement of work (SOW) that includes the project scope, deliverables, and timeline. What is the most important additional element to include in the SOW to ensure a successful contractor engagement?

A requirement that the contractor uses the company's preferred programming language, even if it is not the best fit for the task.

A statement that the contractor will be paid a fixed fee regardless of the actual work performed.

A clause that allows the company to change the scope at any time without additional cost.

A detailed acceptance criteria for each deliverable, including how the model's performance will be evaluated.

An AI solution is being deployed in a factory to detect defects on a production line. The model must run with very low latency and operate even if internet connectivity is lost. Which infrastructure is most appropriate for this deployment?

On-premises data center in another city

Edge devices installed on the factory floor

Shared public cloud infrastructure

A company is deploying an AI model that must make real-time predictions on customer transactions. The solution needs to scale automatically during peak hours. Which infrastructure option is most appropriate for this deployment?

On-premises server with fixed capacity

Cloud-based inference service with auto-scaling

A project manager is identifying the skills needed for an AI project that will analyze customer feedback to improve product features. Which set of skills is most essential for this project?

Natural language processing, customer experience domain knowledge, and data analysis

Financial auditing, accounting, and tax preparation

Embedded systems programming, hardware design, and robotics

Supply chain management, logistics, and inventory control

PMICertified Professional in Managing AI (PMI-CPMAI)

Domain 2Objective 10

Identify Project Resources (e.g., People, Hardware, Contractors) 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 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 6–10

6application · medium
A company has decided to hire a contractor to build a custom NLP model. The project manager has drafted a statement of work (SOW) that includes the project scope, deliverables, and timeline. What is the most important additional element to include in the SOW to ensure a successful contractor engagement?
Select an answer first
7foundation · easy
A data science team is planning to train a large deep learning model on a dataset of millions of images. Which hardware resource is most critical for reducing model training time?
Select an answer first
8foundation · easy
An AI solution is being deployed in a factory to detect defects on a production line. The model must run with very low latency and operate even if internet connectivity is lost. Which infrastructure is most appropriate for this deployment?
Select an answer first
9foundation · easy
A company is deploying an AI model that must make real-time predictions on customer transactions. The solution needs to scale automatically during peak hours. Which infrastructure option is most appropriate for this deployment?
Select an answer first
10foundation · easy
A project manager is identifying the skills needed for an AI project that will analyze customer feedback to improve product features. Which set of skills is most essential for this project?
Select an answer first

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Identify Project Resources (e.g., People, Hardware, Contractors) PMI-CPMAI Practice Questions (Page 2)

Questions 6–10

A data science team is planning to train a large deep learning model on a dataset of millions of images. Which hardware resource is most critical for reducing model training time?

An AI solution is being deployed in a factory to detect defects on a production line. The model must run with very low latency and operate even if internet connectivity is lost. Which infrastructure is most appropriate for this deployment?

A company is deploying an AI model that must make real-time predictions on customer transactions. The solution needs to scale automatically during peak hours. Which infrastructure option is most appropriate for this deployment?

A project manager is identifying the skills needed for an AI project that will analyze customer feedback to improve product features. Which set of skills is most essential for this project?

Keep studying — Identify Business Needs and Solutions