Free AB-731: AI Transformation Leader (beta) Exam Questions and Answers
62 verified practice questions for AB-731.
The first 10 questions on this page are free to read, answers included — no account and no card. A plan opens the rest of the bank, the full timed practice test and your weak-topic reporting.
Last updated: September 19, 2026
- Exam code
- AB-731
- Provider
- Microsoft
- Questions in our bank
- 1000+
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- First 10, with answers
- Our test mode duration & pass mark
- 130 mins · 70%
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- Reviewed weekly
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Question #1
What is considered a best practice when forming an AI adoption team in an enterprise environment?
Please select an optionIncorrectCorrect answer: A
Enterprise AI adoption succeeds when it iscross-functional from the start. OptionAis best practice because AI impacts legal risk, privacy, security, compliance, workforce processes, and business strategy—not just technology. Including leadership ensures alignment to priorities and funding; including business units ensures use cases and success metrics are real; including legal/compliance ensures responsible AI and regulatory obligations are addressed early. This prevents rework and reduces the chance of deploying solutions that are misaligned with policy or unacceptable risk. OptionsBandCdelay governance and business alignment, which often leads to ??build first, govern later?? failure modes—solutions that work technically but cannot be approved or scaled due to privacy/security gaps or unclear accountability. OptionDover-optimizes for vendor selection without ensuring the organization has defined responsible AI requirements, target use cases, and operating model. Procurement is important, but it is not the primary driver of a successful adoption team. The most sustainable approach is a representative adoption team that integrates business, technical, and governance stakeholders from day one.
Was this answer correct?Question #2
For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.
Match each item to its target.
Please select an optionIncorrectCorrect answer: A generative AI solution is well-suited to predict next-quarter sales trends = No; A generative AI solution can summarize lengthy policy documents = Yes; A generative AI solution can create product descriptions from product specifications = Yes
Question #3
- Select the answer that correctly completes the sentence. To ensure that your organization follows trustworthy AI principles, the organization should establish an AI governance council to .
Type your answer, then reveal.
Please select an optionIncorrectCorrect answer: guide AI strategy, ensure responsible AI oversight, and promote alignment across business units
Question #4
Your company creates a custom Azure Machine Learning model that uses a generative AI assistant. The model initially delivers strong results. However, six months later, the model predictions become noticeably less accurate. What is a possible cause of the issue?
Please select an optionIncorrectCorrect answer: A
Accuracy decays when the data distribution drifts, so input data that changed over six months is the likely cause of the weaker predictions.
Was this answer correct?Question #5
You use to train a model that will forecast product demand based on historical sales data.
Type your answer, then reveal.
Please select an optionIncorrectCorrect answer: Azure Machine Learning
Question #6
Your company uses a generative AI solution. You need to improve the quality of responses by using grounding. Which statement accurately describes how grounding improves accuracy and relevancy?
Please select an optionIncorrectCorrect answer: C
Grounding anchors responses in specific data sources, so answers reflect the supplied organizational content rather than model training alone.
Was this answer correct?Question #7
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.
Please select an optionIncorrectCorrect answer: D
An AI governance council (often called an ??AI Council??) exists primarily toset direction and provide cross-functional oversightso AI adoption stays aligned to the organization's values, risk posture, and Responsible AI commitments. That maps most directly toD. Microsoft's guidance on creating an AI Council describes leadership responsibilities such as defining and communicating the organization??sAI vision, values, and policies, reviewing and approving AI use cases/projects, and coordinating with enablement and technical readiness teams to understand risks, issues, and opportunities. It also emphasizes representation across distinct functions (for example: senior leadership, legal, compliance, risk, ethics, data, technology, business, HR) to ensure governance decisions reflect a broad, accountable perspective. The other options describe activities that may besupporting outcomesof governance, but they are not the council??sprimarypurpose.Ais narrow (IT policy enforcement/user monitoring) and is typically handled by security/compliance operations rather than the top-level governance body.Bis user enablement/training (commonly owned by adoption/change management teams).Cfocuses on technical delivery and performance management (often owned by engineering/MLOps/service owners). The governance council's central value isstrategic guidance + oversight + cross-functional alignmentto ensure Responsible AI adoption is consistent, accountable, and sustainable across the business.
Was this answer correct?Question #8
You are exploring how Microsoft 365 Copilot uses Microsoft Graph to deliver AI-powered experiences. Which information in Microsoft Graph can Copilot use by default?
Please select an optionIncorrectCorrect answer: A
Copilot works over Microsoft Graph content the signed-in user can access, such as emails, files, meetings, and chats in Microsoft 365.
Was this answer correct?Question #9
Your company plans to implement a proof of concept PoC agent that uses Azure OpenAI. The solution must start small and provide flexibility to scale usage as demand grows. Which pricing model should you use?
Please select an optionIncorrectCorrect answer: D
For aproof of concept, the key requirements arelow commitment,quick start, and the ability toscale up or downas you learn what real usage looks like. Azure OpenAIStandard On-Demandpricing is designed for exactly that: you pay per token consumed (input and output) on a pay-as-you-go basis, which makes it ideal when demand is uncertain or variable—typical in early pilots and PoCs. By contrast,Provisioned (PTUs)is best when you havewell-defined, predictable throughput and latency requirements—usually a more mature, production workload. PTUs involve reserving model processing capacity to achieve consistent performance and more predictable costs, which is usually premature for a PoC where actual traffic patterns are not yet known. Batch APIis optimized forasynchronoushigh-volume jobs with a target turnaround (for example, up to 24 hours) and discounted pricing. That's great for offline processing, but it does not match an interactive ??agent?? PoC that typically needs near-real-time responses and iterative testing. Microsoft 365 Copilotis a separate SaaS licensing model and is not the Azure OpenAI pricing model for building your own agent solution.
Was this answer correct?Question #10
Select the answer that correctly completes the sentence. The Researcher agent in Microsoft 365 Copilot .
Type your answer, then reveal.
Please select an optionIncorrectCorrect answer: uses reasoning capabilities to generate deep insights based on organizational data and the web
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