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NEW QUESTION # 47
Note: This section contains one or more sets of questions with the same scenario and problem. Each question presents a unique solution to the problem. You must determine whether the solution meets the stated goals. More than one solution in the set might solve the problem. It is also possible that none of the solutions in the set solve the problem.
After you answer a question in this section, you will NOT be able to return. As a result, these questions do not appear on the Review Screen.
A company has a team that analyzes its customers by using a manual process.
You are designing an AI-based agent to automate and improve the process.
You need to recommend on which platform to build the agent. The solution must meet the following requirements:
- Use generative AI to answer common questions.
- Provide analytics to review AI performance.
- Identify customer demographics.
- Minimize custom development.
Solution: You recommend GitHub Copilot.
Does this meet the goal?
Answer: B
Explanation:
Correct:
* You recommend Microsoft Copilot Studio.
Copilot Studio is specifically designed to create customizable AI agents that automate business workflows with minimal coding.
Generative AI Answers: It uses "Generative Answers" to scan your specific data (websites, files, or SharePoint) to answer customer-related questions instantly.
Analytics Dashboard: It includes built-in analytics to track resolution rates, customer satisfaction (CSAT), and overall AI performance.
Customer Demographics: You can configure the agent to extract specific entities (like age, location, or industry) from conversations to build demographic profiles.' Low-Code/No-Code: It minimizes custom development by providing a visual interface to build logic, rather than writing raw code.
Incorrect:
* You recommend GitHub Copilot.
* You recommend Microsoft Security Copilot.
Reference:
https://www.phdata.io/blog/agentic-ais-and-introduction-to-copilot/
NEW QUESTION # 48
A company uses Microsoft Dynamics 365 to manage service operations. Dispatchers coordinate service requests, and technicians perform scheduled on-site work.
You need to design a solution that will use Microsoft Copilot to improve the efficiency of the service operations. The solution must meet the following requirements:
- Provide AI-driven assistance to help staff organize and resolve work
orders.
- Deliver contextual AI support to frontline workers as they prepare
for and complete customer appointments.
Which two components should you include in the design? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
Answer: B,C
Explanation:
To enhance Microsoft Dynamics 365 Field Service with Microsoft Copilot for dispatchers and technicians, the following additional components and configurations are needed:
Essential Copilot Enabling Components
[E] Dynamics 365 Field Service License: Copilot for Field Service is included within the standard app, but must be enabled by an administrator in the Power Platform admin center.
[B] Copilot in Outlook & Teams: To enable dispatchers to turn emails into work orders and manage schedules directly in their flow of work, the Dynamics 365 Field Service for Outlook and Field Service app in Teams (preview) need to be configured.
New Field Service Mobile Experience: Technicians must have the latest mobile app (available in preview) enabled, which allows for natural language inputs, voice-to-text notes, and photo attachments.
Reference:
https://www.randgroup.com/microsoft/dynamics-365/copilot/
NEW QUESTION # 49
A company has an AI solution that uses Azure OpenAI models.
You need to recommend a governance solution that monitors and audits changes to model configurations and data usage. The solution must minimize administrative effort.
What should you include in the recommendation?
Answer: E
Explanation:
Comprehensive and Detailed Explanation From Agentic AI Business Solutions Topics:
The correct answer is E. Microsoft Purview.
This question is centered on governance, specifically the need to:
monitor changes to model configurations
audit data usage
minimize administrative effort
That combination points most strongly to Microsoft Purview.
Why E is correct
Microsoft Purview is Microsoft's core platform for data governance, compliance, auditing, information protection, and lifecycle oversight. When an organization is using Azure OpenAI models and needs a governance-oriented solution for monitoring and auditing how data is used, Purview is the best fit among the listed options.
From an AI business solutions perspective, governance is broader than infrastructure monitoring. It includes:
understanding how sensitive data is handled
tracking access and usage patterns
supporting audit and compliance needs
helping investigate data exposure concerns
enforcing information governance practices across AI-enabled workloads
Purview is especially strong when the requirement includes auditing data usage because that is a governance and compliance concern, not just a performance or telemetry concern.
It also minimizes administrative effort because it provides centralized governance capabilities rather than requiring the company to stitch together multiple lower-level services for oversight.
Why the other options are incorrect
A). Azure Monitor
Azure Monitor is useful for telemetry, logs, metrics, and operational monitoring. It helps observe system performance and activity, but it is not the best primary governance solution for auditing data usage and broader compliance oversight.
B). Azure Stream Analytics
This service is used for real-time stream processing and analytics. It does not address governance and audit requirements for Azure OpenAI model configurations and data usage.
C). Azure API Management
API Management helps publish, secure, and manage APIs. It is valuable for access mediation and control, but it is not the main governance and auditing platform for data usage and model-configuration oversight.
D). Azure Policy
Azure Policy is very strong for enforcing resource configuration standards and compliance rules at deployment and configuration time. However, the question also emphasizes auditing data usage, which is better aligned to Purview's governance capabilities. Policy is more about enforcement of resource state; Purview is stronger for governance, auditing, and data oversight.
Expert reasoning
Use this exam shortcut:
Need operational logs and metrics # Azure Monitor
Need deployment/configuration enforcement # Azure Policy
Need data governance, auditing, compliance, and information oversight # Microsoft Purview Because the question emphasizes both changes and data usage auditing with a governance lens, Microsoft Purview is the strongest answer.
NEW QUESTION # 50
Scenario: A cybersecurity leader is reviewing the organization's strategy for integrating Artificial Intelligence, recognizing both the immense potential and the inherent risks. They are particularly interested in Microsoft's recommended comprehensive approach to security in the age of AI.
According to Microsoft's "dual approach to AI for security," which two key priorities must organizations address simultaneously to build a robust security posture in an AI-driven environment?
Answer: C
Explanation:
Using AI to enhance security defenses and securing AI systems themselves is correct because Microsoft advocates a "dual approach." The first priority is leveraging AI capabilities (e.g., threat detection, anomaly analysis) to strengthen existing security defenses. The second, equally crucial priority is to secure the AI systems themselves, protecting against prompt injection, data poisoning, model theft, and ensuring responsible AI principles are applied to AI deployments.
Reference:
https://techcommunity.microsoft.com/blog/microsoftdefendercloudblog/unlocking-business-value- microsofts-dual-approach-to-ai-for-security-and-securit/4466811
NEW QUESTION # 51
Drag and Drop Question
A company has a cloud-based Al solution that uses Azure OpenAI models.
You need to design a monitoring solution that meets the following requirements:
- Monitors performance metrics and operational health for the models
- Monitors Al apps and agents for compliance
- Uses Azure-native capabilities
- Minimizes development effort
What should you use for each requirement? To answer, drag the appropriate options to the correct requirements. Each option may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION # 52
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