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AB-731 Real Exam Questions

AI Transformation Leader

115 questions available · Page 1 of 12

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Question 1 Multiple choice

A company is evaluating AI adoption practices.

Which two practices support responsible AI adoption?

  1. A

    Establish accountability for AI decisions across business and technical owners

  2. B

    Skip privacy review when an AI solution does not collect payment information

  3. C

    Test AI outputs for fairness, inclusiveness, reliability, and safety before broad deployment

  4. D

    Allow each department to define responsible AI requirements independently without oversight

Show answer and explanation

Correct answers: A, C

Explanation

Responsible adoption requires accountable owners and testing for fairness, inclusiveness, reliability, and safety before broad rollout. Skipping privacy review or letting departments define requirements independently weakens governance.

Question 2 Hotspot

HOTSPOT

A company is estimating the cost of building and running generative AI solutions in Azure. The company wants to understand how data volume, token usage, and model capabilities affect cost.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

Question diagram
Show answer and explanation
Correct answer diagram
Explanation

The answer image should be Yes, Yes, and No. Larger data can raise Azure Machine Learning cost, token processing drives many Azure OpenAI costs, and generative AI cost varies by model capability and usage rather than staying the same.

Question 3 Hotspot

HOTSPOT

A company plans to build a generative AI solution that answers employee questions by using the company's internal knowledge sources. The company wants responses to be grounded in current enterprise data without retraining the large language model.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

Question diagram
Show answer and explanation
Correct answer diagram
Explanation

The answer image should be No, Yes, and Yes. RAG grounds a language model with retrieved content without retraining it, and the retrieval step can use enterprise or external knowledge sources at response time.

Question 4 Multiple choice

A company is choosing Microsoft AI solutions for several business needs.

Which two pairings are correct?

  1. A

    Microsoft 365 Copilot - summarize and draft content in Word, Outlook, and Teams by using permitted work data

  2. B

    Microsoft Copilot Studio - build a custom agent that automates a departmental request process

  3. C

    Microsoft Purview eDiscovery - train a custom foundation model for customer service

  4. D

    Azure Cost Management - create grounded responses from SharePoint documents

Show answer and explanation

Correct answers: A, B

Explanation

Microsoft 365 Copilot helps users draft and summarize content in Microsoft 365 apps using permitted work data, while Copilot Studio builds custom agents for departmental processes. eDiscovery and Cost Management do not train foundation models or ground SharePoint responses.

Question 5 Hotspot

HOTSPOT

An organization is planning an AI adoption program. The organization wants to identify common barriers that can prevent successful adoption of AI solutions across business teams.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

Question diagram
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Correct answer diagram
Explanation

The answer image marks all three adoption barriers as Yes. Data limits, lack of readiness and skills, technology-first planning, and weak cross-functional collaboration can all prevent successful AI adoption.

Question 6 Hotspot

HOTSPOT

You are helping a team learn how to use generative AI effectively. The team wants to understand the purpose of prompt engineering when interacting with AI solutions.

Select the answer that correctly completes the sentence.

Question diagram
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Correct answer diagram
Explanation

The answer image selects crafting clear instructions to guide a generative AI solution. Prompt engineering is about shaping instructions, context, examples, and constraints, not training the model or integrating tools by itself.

Question 7 Hotspot

HOTSPOT

You are comparing Microsoft Copilot, Microsoft 365 Copilot, and Microsoft Security Copilot for an organization. The organization wants to understand the differences between these Microsoft AI experiences.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

Question diagram
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Correct answer diagram
Explanation

The answer image should be No, Yes, and Yes. Microsoft Copilot is not a single app with identical features across all products, Microsoft 365 Copilot provides business-user productivity capabilities, and Security Copilot helps with security posture and risk work.

Question 8 Hotspot

HOTSPOT

Your organization plans to use generative AI solutions with internal business data. The organization wants to reduce the risk that AI-generated responses expose confidential or sensitive information.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

Question diagram
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Correct answer diagram
Explanation

The answer image should be Yes, Yes, and No. Content filtering helps prevent exposure of sensitive content, generated content can unintentionally reveal accessible sensitive information, and prompts alone are not a complete data-loss control.

Question 9 Hotspot

HOTSPOT

An organization is evaluating Microsoft Copilot experiences across Microsoft 365, Microsoft Copilot Studio, and Microsoft Security Copilot. The organization wants to understand the purpose of each product.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

Question diagram
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Correct answer diagram
Explanation

The answer image should be Yes, No, and No. Microsoft 365 Copilot supports productivity in Microsoft 365 apps, Copilot Studio is broader than customizing Microsoft 365 Copilot only, and Security Copilot is not used to assign sensitivity labels to documents.

Question 10 Multiple choice

Your company purchases Microsoft 365 Copilot for its sales department.

The sales department needs to find and summarize information across internal documents quickly.

From which two data sources can the sales department obtain results by default?

  1. A

    Microsoft OneDrive

  2. B

    an on-premises file share

  3. C

    Microsoft SharePoint

  4. D

    Microsoft Sway

  5. E

    a custom customer relationship management (CRM) system

Show answer and explanation

Correct answers: A, C

Explanation

Microsoft 365 Copilot can use Microsoft Graph content from Microsoft 365 work data, including OneDrive and SharePoint, subject to user permissions. On-premises file shares, Sway, and custom CRM systems require additional integration and are not default sources in this scenario.