When evaluating the return on investment (ROI) of a generative AI solution, which factor should be considered?

The time saved by automating tasks that previously required manual effort.

The number of lines of code in the AI model's training script.

The number of employees who have heard of generative AI.

The color of the AI model's logo.

A business needs to automatically summarize lengthy legal documents into short, accurate summaries. Which generative AI solution is most appropriate?

A predictive maintenance model for equipment failure

A traditional rule-based system that extracts keywords

A large language model (LLM) with summarization capabilities

A computer vision model for image classification

A global e-commerce company wants to generate product descriptions in multiple languages for their international sites. They have a small team of translators and a large catalog. Which generative AI solution provides the most scalable approach?

Use a separate fine-tuned model for each language.

Use a multilingual pretrained model to generate descriptions in all target languages, with human review by translators.

Use a traditional AI model to translate existing descriptions.

Hire more translators to manually write descriptions in each language.

A healthcare provider wants to use generative AI to answer patient questions about medication side effects. They are concerned about the AI providing incorrect or harmful information. What is the most important mitigation strategy?

Disable the AI's ability to generate long responses to reduce the chance of errors.

Restrict the AI to only answer questions that are already answered in a static FAQ document.

Implement a human review process for all AI-generated responses before they are sent to patients.

Use a larger pretrained model to guarantee the accuracy of all responses.

Microsoft Certified:AI Transformation Leader

Domain 1Objective 1

Identify the Foundational Concepts of Generative AI AB-731 Practice Questions (Page 3)

Part of the Identify the business value of generative AI solutions domain, which accounts for 35–40% of the AB-731 exam. Microsoft does not publish an official question count, but from its 45-minute exam (~20–30 total, ~7–12 in this domain), expect 4–6 from this objective — we provide 28 practice questions to prepare you well beyond it. (estimate)

28questions here

6free pages

6concepts

35–40%of the exam

Questions 11–15

11foundation · easy
When evaluating the return on investment (ROI) of a generative AI solution, which factor should be considered?
Select an answer first
12foundation · easy
A business needs to automatically summarize lengthy legal documents into short, accurate summaries. Which generative AI solution is most appropriate?
Select an answer first
13foundation · easy
Which challenge of generative AI refers to the model producing outputs that systematically disadvantage certain groups of people?
Select an answer first
14application · medium
A global e-commerce company wants to generate product descriptions in multiple languages for their international sites. They have a small team of translators and a large catalog. Which generative AI solution provides the most scalable approach?
Select an answer first
15application · medium
A healthcare provider wants to use generative AI to answer patient questions about medication side effects. They are concerned about the AI providing incorrect or harmful information. What is the most important mitigation strategy?
Select an answer first

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