Microsoft AI Transformation Leader - AB-731 Exam Questions [2026]

QUESTION NO: 1
- Select the answer that correctly completes the sentence.
The Analyst agent in Microsoft 365 Copilot __________.

Correct Answer:

Explanation:
uses structured data and provides insights by using text, charts, tables, and other visuals.
The Analyst agent in Microsoft 365 Copilot is positioned as a "data analysis" reasoning agent that helps users work through structured information (for example, tables, spreadsheets, and other dataset-like inputs) and then produces analytical outputs. The best completion is the option stating it "uses structured data and provides insights by using text, charts, tables, and other visuals," because that describes the hallmark outcome of analyst-style work: summarizing patterns, highlighting key drivers, and presenting results in formats that business users can act on. Analyst-style assistance typically includes exploring the data, identifying trends and anomalies, comparing segments, and explaining findings clearly-often accompanied by tables and visual representations that make the insights easier to consume.
The other dropdown options align to different use cases: "compiles background research for a new market or initiative" describes a research-oriented agent, "generate audio summaries" is a media summarization function, and "answer employee FAQs" describes a conversational knowledge assistant. Analyst is the one most directly associated with structured-data interpretation and producing a mix of narrative plus analytical artifacts (tables/charts) to communicate conclusions.

QUESTION NO: 2
Your company is preparing to adopt Microsoft 365 Copilot and wants to follow Microsoft responsible AI principles. As a business leader, you propose establishing an AI governance council to ensure alignment with the responsible AI principles. What is the primary purpose of the council? More than one answer choice may achieve the goal. Select the BEST answer.

A. to oversee implementation, manage technical performance, and ensure successful AI deployment B. to monitor user behavior and enforce compliance with internal IT policies C. to guide strategy, provide oversight, and ensure cross-functional alignment for responsible AI adoption D. to train employees on how to use Copilot features effectively

Correct Answer: C

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QUESTION NO: 3
For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point

Correct Answer:

Explanation:
* For a user to access organizational data from a mobile device, the user needs a Microsoft 365 Copilot license. No
* To reason over your organizational data by using Microsoft Graph, you need a Microsoft 365 Copilot license. Yes
* To use the Analyst agent, you need a Microsoft 365 Copilot license. Yes Top of Form Bottom of Form The key distinction here is between Copilot Chat capabilities available with a standard Microsoft 365 subscription and the full Microsoft 365 Copilot add-on that enables richer, in-context experiences grounded in organizational data.
Mobile access to organizational data does not inherently require a Microsoft 365 Copilot license. Microsoft's Microsoft 365 Copilot app (and related mobile experiences) can provide Copilot Chat for work/school accounts with a Microsoft 365 license, so simply accessing organizational content on a mobile device is not the same as having the paid Copilot add-on. The statement claims a Copilot license is required just to access org data from mobile, which is too broad-there are mobile Microsoft 365 apps that access org data without the Copilot add-on.
Reasoning over organizational data via Microsoft Graph is a core value proposition of Microsoft 365 Copilot.
Microsoft documents explain that Microsoft 365 Copilot connects LLMs to your organization's content and context through Microsoft Graph and generates responses "anchored" in organizational data. That deeper integration is tied to the Microsoft 365 Copilot experience (an add-on license).
Analyst is a "reasoning agent" within Microsoft 365 Copilot and Microsoft states that users with a Microsoft
365 Copilot license can use Analyst (with defined usage limits). Therefore, the Analyst agent requires the Microsoft 365 Copilot license.

QUESTION NO: 4
You need to create an AI assistant for a public customer support portal. The assistant must answer customer questions and start follow-up actions. The solution must minimize development effort.
What should you use?

A. Microsoft Security Copilot B. Microsoft 365 Copilot Chat C. Microsoft 365 Copilot connectors only D. Microsoft Copilot Studio

Correct Answer: D

QUESTION NO: 5
Select the answer that correctly completes the sentence.
The Researcher agent in Microsoft 365 Copilot __________.

Correct Answer:

Explanation:
uses reasoning capabilities to generate deep insights based on organizational data and the web.
The sentence is best completed by the option describing Researcher as a research-oriented reasoning agent that combines information from the web and your work data to produce deeper insights. Microsoft describes Researcher as an agent built into Microsoft 365 Copilot to tackle complex, multistep research and to help users gather, analyze, and summarize information from "the web, your work documents, or both," producing a structured output that supports decision-making. That is exactly what the completion "uses reasoning capabilities to generate deep insights based on organizational data and the web" captures.
The other dropdown options are better matches for different tools/agents: "creates visual dashboards from structured data in Excel and Power BI" is more aligned to BI/reporting workflows; "generates a pivot table and performs time series forecasting" is spreadsheet/analytics functionality; and "performs complex, multi- step, data analysis and code execution tasks over arbitrary datasets" is the hallmark positioning of the Analyst agent ("virtual data scientist") rather than Researcher. Researcher's differentiator is deep research across both organizational context and the open web, while Analyst's differentiator is data analysis and computation.

QUESTION NO: 6
Select the answer that correctly completes the sentence.

Correct Answer:

Explanation:

In Microsoft Copilot Studio, knowledge sources allow an agent to generate responses from configured content such as websites, files, SharePoint content, Dataverse, or other approved knowledge repositories. This reduces the need to manually create a separate scripted topic for every possible user question. Instead, the agent can use generative answers grounded in the configured knowledge source and respond dynamically based on the user's request. Changing only the response format is too narrow and does not describe knowledge sources.
Summarizing Teams meetings is more aligned with Microsoft 365 Copilot scenarios. Creating one scripted topic for every question is exactly what knowledge sources help avoid.

QUESTION NO: 7
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. automates document workflows based on the document content B. generates responses to customer questions without referencing the existing data C. improves model accuracy by fine-tuning organizational data D. queries and retrieves information from large collections of data by using natural language

Correct Answer: D

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QUESTION NO: 8
For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.

Correct Answer:

Explanation:
The answer Area
* A manufacturer can use Azure Vision in Foundry Tools to identify product defects on an assembly line.
The answer : Yes
* A logistics company can use Azure Vision in Foundry Tools to recognize package shipping labels.
The answer : Yes
* The HR department at your company can only use Azure Vision in Foundry Tools to extract written content from Microsoft Word files. Answer: No Azure Vision in Foundry Tools provides computer vision capabilities to analyze images, including identifying visual features and reading text with OCR. Because it is designed to "analyze images" and support vision scenarios, it can be applied to manufacturing quality inspection use cases where the goal is to detect anomalies
/defects from images captured on a production line. This aligns with statement 1 being Yes.
Statement 2 is also Yes because recognizing shipping labels is fundamentally text extraction from images (often plus some layout/field parsing). Azure Vision supports optical character recognition (OCR) to read printed text from images, and Microsoft documentation explicitly notes OCR can extract text from images such as product labels and similar real-world text surfaces-making shipping labels a direct fit.
Statement 3 is No because it is incorrectly restrictive. Azure Vision is not limited to extracting written content from Word documents, nor is OCR restricted to Word files. Vision capabilities apply broadly to images (and, depending on the capability, various document/image inputs) for tasks like image analysis and text recognition. HR could use it for many scenarios such as extracting text from scanned images, photos, or other visual inputs-not "only" Word files.

QUESTION NO: 9
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. a Microsoft 365 Copilot per-user add-on license B. a usage-based consumption license in Azure C. a Microsoft 365 subscription entitlement D. pay-as-you-go

Correct Answer: A

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QUESTION NO: 10
Your company is developing an AI-powered customer support agent. You need to ensure that the solution follows Microsoft responsible AI principles. Which two actions should you perform? Select the two BEST answers. Each correct answer presents part of the solution.

A. Retain all customer conversations. B. Provide a clear disclaimer that users are interacting with an AI solution. C. Test the agent to ensure that responses are inclusive and culturally sensitive. D. Ensure that the agent can be used for multiple purposes. E. Enable the agent to operate independently.

Correct Answer: B,C

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