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Microsoft AB-731 Exam Questions

Microsoft AB-731 Exam Questions Answers

AI Transformation Leader

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  Updated November 03,2026
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Microsoft AB-731 Practice Test Questions ( Updated) – Real Exam Questions & Dumps PDF

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Microsoft AB-731 Sample Questions – Free Practice Test & Real Exam Prep

Question #1

Your company plans to use generative AI to help summarize and analyze internal business documents. You need to recommend a solution to prevent generative AI from accessing confidential or classified information. What should you include in the recommendation?

  • A. an information barrier (IB) policy
  • B. data governance
  • C. a data retention policy
  • D. communication monitoring
Answer: B 
Question #2

Your company wants to ensure that AI solutions are used responsibly and align with company values and compliance requirements. You need to establish governance principles for AI use. Which two actions should you perform? Select the two BEST answers. Each correct answer presents a complete solution.

  • A. Create a process to review AI initiatives for responsible AI alignment.
  • B. Allow each department to tailor governance processes for its own AI initiatives.
  • C. Focus governance efforts on AI systems that handle regulated or sensitive data.
  • D. Assign governance ownership primarily to the AI engineering and data science teams.
  • E. Define accountability norms for AI decisions across business and technical teams.
Answer: A,E 
Question #3

Your company is deploying Microsoft 365 Copilot. The deployment must provide users with access to the Researcher agent to search across data in Microsoft SharePoint. You need to recommend a licensing plan for the solution. What should you recommend?

  • A. pay-as-you-go
  • B. a Microsoft 365 subscription entitlement
  • C. a Microsoft 365 Copilot per-user add-on license
  • D. a usage-based consumption license in Azure
Answer: C 
Question #4

You plan to meet with stakeholders to discuss how generative AI can benefit your company. You need to provide a relevant description of generative AI. Which description should you use? 

  • A. Generative AI is designed to generate responses based on a user’s natural languageprompts.
  • B. Generative AI is designed to translate documents into other languages.
  • C. Generative AI is designed to predict future trends based on historical data.
  • D. Generative AI is designed to recommend products based on user behavior.
Answer: A 
Question #5

Your company uses a fine-tuned generative AI solution trained on data that is representative of the general population. You discover that some of the generated responses include inappropriate or exclusionary language based on ableist assumptions. You need to prevent the inappropriate responses. Your solution must minimize costs. What should you do?

  • A. Apply a newer version of the generative AI model.
  • B. Apply a content-moderation filter.
  • C. Create a new version of the solution that is trained on only inclusive and representativecontent.
  • D. Create a new version of the solution that is trained on only exclusionary content.
Answer: B 
Question #6

Your company has an AI solution that uses a prebuilt Azure OpenAI model to generate content. You need to reduce the cost of the solution while minimizing the impact on the quality of the generated output. Which two actions should you perform? (Select TWO.) NOTE: Each correct selection is worth one point. 

  • A. Fine-tune the existing model.
  • B. Apply content moderation.
  • C. Optimize the prompts.
  • D. Switch to an alternate model.
  • E. Decrease the number of hosting hours for the model.
Answer: C,D 
Question #7

Your company receives thousands of scanned invoices each month. You need to recommend an AI solution that can automatically extract key details, such as invoice numbers, vendor names, and total amounts. What is the best solution to recommend? More than one answer choice may achieve the goal. Select the BEST answer.

  • A. Azure Document Intelligence in Foundry Tools
  • B. Azure Vision in Foundry Tools
  • C. Azure AI Search
  • D. Azure Machine Learning
Answer: A 
Question #8

Your company uses a non-reasoning generative AI model to create textual content. You discover that the model’s responses are inconsistent and do NOT meet expectations. You need to improve the prompts. What should you do? More than one answer choice may achieve the goal. Select the BEST answer. 

  • A. Provide the prompts with extensive examples of the expected output.
  • B. Add the context, sources, and expectations to the prompts.
  • C. Use technical terms in the prompts to enhance AI comprehension.
  • D. Add only a single concise requirement to the prompts.
Answer: A,B 
Question #9

Your company manages an online catalog of office supplies. You plan to use a generative AI solution to create product descriptions for your company’s website. The solution must ensure descriptions can be posted immediately after creation, enable selection/inclusion of product details, and be fast and simple for non-technical staff. What is the best type of solution to use? Select the BEST answer.

  • A. custom Azure Machine Learning model
  • B. the Researcher agent in Microsoft 365 Copilot
  • C. an interactive AI agent
  • D. a fine-tuned large language model LLM
Answer: D 
Question #10

Your company stores thousands of reports and documents across multiple systems. You recommend using Azure AI Search as part of a new generative AI solution to improve information discovery. What is a key benefit of using Azure AI Search in this scenario?

  • A. generates responses to customer questions without referencing the existing data
  • B. queries and retrieves information from large collections of data by using naturallanguage
  • C. automates document workflows based on the document content
  • D. improves model accuracy by fine-tuning organizational data
Answer: B 
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