Free AB-731: AI Transformation Leader (beta) Exam Questions and Answers

The legal team at Contoso wants a solution that can draft first versions of contract clauses from short plain-language instructions. You need to recommend a type of AI solution. What should you recommend?

• AA. An optical character recognition service that extracts text from scanned contracts
• BB. A generative AI solution that uses a large language model to produce text
• CC. An anomaly detection service that flags unusual entries in contract databases
• DD. A regression model that predicts contract values from historical deal data

Adventure Works operates retail stores that have shelf-mounted cameras. You need to recommend a solution that analyzes the camera images to detect empty shelf spaces and read the text on product labels. What should you use?

• AA. Microsoft Copilot Studio
• BB. Microsoft Graph
• CC. Azure Vision in Foundry Tools
• DD. Azure AI Search

Northwind Traders uses Microsoft 365 Copilot. Employees need Copilot to answer questions by using data from a proprietary inventory system. You need to recommend an approach. What should you recommend?

• AA. Buy a separate third-party chatbot and deploy it beside Copilot
• BB. Replace Microsoft 365 Copilot with a custom app built in Microsoft Foundry
• CC. Build a new large language model and train it on the inventory data
• DD. Extend Microsoft 365 Copilot by using the extensibility framework

Select the answer that correctly completes the sentence. Training data that contains many duplicate records, missing values, and incorrect labels is an example of poor data Box 1qualityresidencyencryptionvolume.

Fill each box, then reveal.

Which statement describes how retrieval-augmented generation (RAG) works?

• AA. The prompt is compressed into fewer tokens before it is sent to the model to lower request costs
• BB. Relevant content is retrieved from data sources when a query is made and added to the prompt
• CC. The generated response is filtered after creation to remove content that violates company policy
• DD. The model weights are retrained on company documents so the knowledge is stored in the model

Adatum plans a generative AI assistant that summarizes customer support cases. The annual cost of the solution, including token consumption and licensing, is $40,000. The assistant is expected to save support agents 1,500 hours per year, and the average loaded labor cost is $48 per hour. What is the expected first-year return on investment (ROI)?

• AA. 55%
• BB. 80%
• CC. 180%
• DD. 280%

Employees at Litware often miss recurring project meetings. They need a summary of the discussion and a list of action items without watching the full recording. Which Microsoft 365 Copilot experience should you recommend?

• AA. Copilot in Outlook
• BB. Copilot in PowerPoint
• CC. Copilot in Excel
• DD. Copilot in Microsoft Teams

Fabrikam has a Microsoft 365 subscription. Its finance managers need an AI assistant that can summarize Teams meetings they missed and draft replies by using their own emails, calendar, and files, with the company's data protections applied. You need to recommend a solution. What should you recommend?

• AA. Microsoft Copilot used with each manager's personal Microsoft account
• BB. Microsoft 365 Copilot Chat without an additional Microsoft 365 Copilot license
• CC. Microsoft Foundry with a model deployed from the model catalog
• DD. Microsoft 365 Copilot licensed for each finance manager

A health insurer uses an AI solution to recommend whether insurance claims should be approved. The company assigns a named executive to own the solution's outcomes and creates a process for staff to review and override recommendations. You need to identify which Microsoft responsible AI principle this approach primarily addresses. Which principle should you identify?

• AA. Inclusiveness
• BB. Accountability
• CC. Fairness
• DD. Reliability and safety

Your company uses a generative AI assistant, and users report prompt-related problems. You need to recommend a prompt engineering technique for each problem. Each technique may be used once, more than once, or not at all. Techniques: Item A: Specify the output format and length Item B: Assign a role and a target audience Item C: Include examples of the desired output Item D: Add source documents as context Problems: Target 1: Summaries vary between a short paragraph and a full page, but the operations team needs a three-bullet digest. Target 2: Contract drafts read like casual marketing copy, but the legal team needs formal language. Target 3: Support tickets are labeled inconsistently, even after the label names are described in the prompt.

Drag or tap each item onto its target, then reveal.