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| Certification Vendor: | Microsoft |
|---|---|
| Exam Name: | Microsoft Certified: AI Transformation Leader |
| Exam Number: | AB-731 |
| Related Certifications: | Microsoft Certified: AI Transformation Leader |
| Real Exam Qty: | 40-60 |
| Exam Duration: | 45 minutes |
| Exam Price: | USD 99 |
| Exam Format: | Case studies, Multiple choice, Build list, Drag and drop |
| Passing Score: | 700 / 1000 |
| Certificate Validity Period: | 1 year (renewable) |
| Available Languages: | English |
| Sample Questions: | Microsoft AB-731 Sample Questions |
| Exam Way: | Online or at a test centre |
| Pre Condition: | No formal prerequisites. Recommended: familiarity with Microsoft 365 services, Azure AI services, and experience with adoption or change management in a business context. This certification is designed for business decision-makers at all levels; no coding is required. |
| Official Syllabus URL: | https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/ab-731 |
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NEW QUESTION # 74
For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
* Microsoft Copilot provides a single AI app that has identical features and experiences across all Microsoft products. Answer: No
* Microsoft 365 Copilot delivers AI capabilities for business users that use Microsoft 365 apps. Answer:
Yes
* Microsoft Security Copilot helps companies understand risks and the organizational security posture.
The answer: Yes
* No - "Copilot" is an umbrella brand across Microsoft, but the experiences are not identical . Different Copilots target different workloads (productivity, security, development, business apps) and therefore expose different capabilities, connectors, permissions models, and admin controls. For example, Microsoft 365 Copilot is embedded in Word/Excel/PowerPoint/Outlook/Teams, while Security Copilot is built for SOC workflows and integrates with security tooling; they are intentionally not the same app with the same features.
* Yes - Microsoft 365 Copilot is specifically designed to deliver generative AI assistance for users working in Microsoft 365 applications . It enhances common business tasks such as drafting, summarizing, meeting recap, creating presentations, and working with documents and communications-directly inside the Microsoft 365 productivity suite.
* Yes - Microsoft Security Copilot is focused on security operations and helps analysts understand threats, investigate incidents, and improve visibility into security posture. Its purpose is aligned with helping organizations interpret security signals and risk context more efficiently, which supports understanding organizational risk and posture.
NEW QUESTION # 75
Hotspot Question
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
Box 1: Yes
Yes - Microsoft Foundry provides a unified platform for developers and data professionals to create custom end-to-end AI solutions.
Microsoft Foundry is an interoperable, unified platform designed to help organizations build, deploy, and govern AI applications and agents.
The platform serves a wide range of professionals, including developers, data scientists, machine learning groups, data engineers, and IT administrators. It centralizes fragmented AI tools into a single environment to streamline the transition from prototyping to production Box 2: Yes Yes - Microsoft Foundry provides a unified platform for low-code developers and business users to create custom end-to-end AI solutions.
Azure AI Foundry is a unified platform designed for developers, data scientists, and business users to build, deploy, and govern end-to-end AI applications, agents, and copilots securely. It integrates tools for model selection, evaluation, and customization (including OpenAI and open- source models) with enterprise-grade governance and a no-code Agent Builder.
Box 3: No
No - You need a Microsoft 365 Copilot license to access Microsoft Foundry services.
You do not need a Microsoft 365 Copilot license to access or build with Microsoft Foundry (now primarily known as Azure AI Foundry).
Reference:
https://learn.microsoft.com/en-us/azure/ai-foundry/what-is-foundry
https://azure.microsoft.com/en-us/products/ai-foundry
https://learn.microsoft.com/en-us/microsoft-365-copilot/extensibility/faq
NEW QUESTION # 76
You have a business unit that uses an AI solution to process loan applications. You discover that the solution rejects the application of all applicants that are older than 60 years of age. Which Microsoft responsible AI principle is this violating?
Answer: C
NEW QUESTION # 77
Your company plans to use an AI-powered solution to analyze customer feedback for insights related to future product designs. You need to mitigate the privacy risks associated with the solution. What is the best approach to achieve the goal? Select the BEST answer.
Answer: B
Explanation:
The strongest privacy risk mitigation for analyzing customer feedback is to minimize personal data exposure while preserving the analytical value of the text. A is best because anonymizing (or de-identifying) the dataset removes direct identifiers (names, emails, phone numbers, addresses, account IDs) and reduces the likelihood of privacy breaches, unauthorized re-identification, or inadvertent leakage in model outputs. This aligns with privacy-by-design and the general principle of data minimization: only retain the information necessary for the business purpose.
B is usually impractical and undermines business value and auditability; organizations often need retention windows for validation, traceability, and improvement. C is not the best privacy mitigation: keeping data attributable to individuals increases privacy exposure; while deletion-on-request is important for compliance, it's not the primary mechanism to reduce privacy risk during analysis. D is explicitly poor practice; privacy reviews should occur throughout the lifecycle (requirements, design, data acquisition, testing, deployment, monitoring), not only at the end. Therefore, anonymizing/removing PII at the source is the best first-line approach.
NEW QUESTION # 78
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?
Answer: B
Explanation:
Grounding is an AI solution pattern used to improve response quality by ensuring the model's output is based on trusted, relevant information provided at inference time , rather than relying only on what the model "remembers" from training. Therefore, C is correct : grounding anchors responses in specific data sources .
In practical deployments, grounding commonly uses retrieval (often called Retrieval Augmented Generation, or RAG) where the system first finds relevant content from approved sources-such as internal policy documents, product documentation, knowledge bases, or databases-and then includes that content in the prompt context sent to the model. Microsoft's guidance describes grounding data as information supplied at inference time to help responses become more accurate and relevant because the model is guided by authoritative, up-to-date content that may not have been part of original training.
The other options do not define grounding. A relates to inclusion practices and diversity considerations, which are important for responsible AI but are not what grounding means. B describes transparency/explainability concepts. D relates to model evaluation/communication of limitations. Grounding is specifically about tying outputs to known sources , which reduces hallucinations and improves business trust in the generated responses.
NEW QUESTION # 79
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