Microsoft AB-731 Exam Questions
AI Transformation Leader- 88 Questions & Answers
- Update Date : July 16, 2026
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Microsoft AB-731 Sample Questions
Question # 1Your 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.
Question # 2
Your company is building a portfolio of AI-powered business solutions. Company executives want to understand how Microsoft responsible AI principles can support the company's long-term goals. Which benefit best demonstrates the importance of responsible AI? Select the BEST answer.
A. guarantees that AI models provide accurate and relevant responses
B. reduces the need for data protection policies and governance
C. enhances stakeholder trust and fosters sustainable AI adoption throughout the organization
D. reduces the need for executive oversight in AI decision-making
Question # 3
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
Question # 4
Your company manages a website that publishes daily news articles. You need to recommend an AI solution that can analyze text and identify the main people, locations, and companies mentioned in the articles. What should you include in the recommendation?
A. Azure Language in Foundry Tools
B. Content Safety in Foundry Control Plane
C. Azure Vision in Foundry Tools
D. Azure Speech in Foundry Tools
Question # 5
Your company plans to use generative AI to help project managers and engineers work with construction blueprints stored as PDF files. You need to recommend a generative AI solution that processes both images and text, summarizes building design, answers questions, and extracts information such as locations of electrical, heating, and plumbing systems. What should you recommend?
A. a multi-modal solution
B. an optical character recognition OCR solution
C. a text completion solution
D. a document summarization solution
Question # 6
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
Question # 7
Which statement accurately describes the difference between a pretrained generative AI model and a fine-tuned generative AI model?
A. A pretrained model requires labeled data, while a fine-tuned model does not.
B. A pretrained model is faster to train than a fine-tuned model because the pretrained model uses fewer parameters.
C. A pretrained model is trained on broad datasets, while a fine-tuned model is adapted to perform well on a narrower, domain-specific dataset.
D. A pretrained model is optimized for a specific task, while a fine-tuned model is designed for general-purpose use.
Question # 8
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? (Select TWO.)
A. an on-premises file share
B. a custom customer relationship management (CRM) system
C. Microsoft SharePoint
D. Microsoft OneDrive
E. Microsoft Sway
Question # 9
Your company has a Microsoft 365 subscription and uses Microsoft 365 Copilot Chat. Some users need to build and use declarative agents that can access work data. Which type of license should you recommend for the users?
A. a Microsoft 365 Copilot add-on license
B. Microsoft Copilot Studio user license
C. a Copilot Chat pay-as-you-go plan
Question # 10
You need to create a custom Azure Machine Learning model. The data used to train the model is consistent and uniform. What should you do first?
A. Prepare the training data.
B. Evaluate the model.
C. Train the model.
D. Tune hyperparameters.
E. Deploy the model.
Question # 11
Your company is evaluating the use of Microsoft Copilot Studio to support business process automation and employee self-service. Which two capabilities are directly supported in Copilot Studio? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.
A. Using agents to identify and respond to security incidents
B. configuring document security
C. drafting and summarizing files in Microsoft Word and PowerPoint
D. building agents that connect to business data and automate user interactions
E. customizing agent behavior and responses
Question # 12
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
Question # 13
Your company discovers that several employees use personal ChatGPT accounts to assist with work tasks. You are concerned about proprietary data being shared externally. You need to evaluate the business value of rolling out Microsoft 365 Copilot. Which capability is a key benefit of using Copilot instead of a personal ChatGPT account?
A. analyzing and producing reports based on complex data
B. generating ideas and solving issues
C. drafting documents, emails, presentations, and marketing materials
D. accessing internal data in accordance with existing Microsoft 365 policies