A company has two Microsoft Power Platform environments named Dev1 and Prod1. A Microsoft Copilot Studio agent named Agent1 is built into a solution in the Dev1 environment.
You plan to deploy Agent1 to Prod1.
You need to make Agent1 available to the users in Prod1. The solution must minimize administrative effort.
What should you do?
A. Share Agent1 with the users in Prod1.
B. Export the solution as an unmanaged solution and import the solution into Prod1.
C. Export the solution as a managed solution and import the solution into Prod1.
D. Create a new Copilot Studio agent in Prod1 by replicating the configuration of Agent1.
Show Answer
Correct Answer: C
Explanation: For Power Platform ALM, components are developed in unmanaged solutions in development environments and deployed to production by exporting as a managed solution and importing it into the target environment. This provides the supported deployment model, minimizes administration, and allows controlled updates. Sharing alone does not move the agent across environments, unmanaged import is not recommended for production, and manually recreating the agent requires unnecessary effort.
Question 53
HOTSPOT
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You are designing a testing solution for Microsoft Copilot Studio agents.
You need to validate prompt engineering best practices to ensure that the agents generate accurate and contextually relevant responses.
Which prompt validation techniques and metrics should you include in the solution? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Show Answer
Correct Answer: Prompt validation techniques: Use prompts that have varied phrasing.
Metrics: Response relevance and accuracy.
Explanation: Varying prompt phrasing tests robustness across different user expressions. The most important validation metric is whether responses are relevant, accurate, and contextually appropriate.
Question 54
HOTSPOT
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A company has a Microsoft Copilot Studio agent for customer support.
You are reviewing and validating the following prompts:
• A prompt that has instructions to "help the customer as best you can"
• A prompt that helps retrieve product information from a knowledge base
You need to ensure that the agent delivers consistent and accurate responses.
What should you do for each prompt? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Show Answer
Correct Answer: Rewrite the prompt with clear and task-specific instructions.
Use responses with only reference sources and limit the response scope.
Explanation: Vague prompts reduce consistency, so they should be rewritten with explicit task-specific guidance. For knowledge-base retrieval, grounding responses only in referenced sources and limiting scope improves accuracy and reduces hallucinations.
Question 55
A company has a Microsoft 365 tenant in Canada and multiple Microsoft Power Platform environments in Canada and the United States.
The company plans to deploy a Microsoft Copilot Studio agent to the Canadian environment that will use:
• Microsoft Dataverse data stored in Canada
• A connector that connects to an Azure OpenAI instance in the United States
You need to ensure that the agent adheres to data residency and data movement policies before being deployed.
What should you do?
A. Ensure that the data processed by Azure OpenAI is stored in the United States.
B. From the Microsoft Purview portal, validate the Data loss prevention settings.
C. Migrate the tenant to the United States.
D. Ensure that cross-region data movement is enabled for the Canadian environment and connector dependencies.
Show Answer
Correct Answer: D
Explanation: The Copilot Studio agent is hosted in a Canadian environment but depends on an Azure OpenAI connector in the United States. This creates cross-region data movement. To comply with Microsoft data residency and data movement policies, cross-region data movement must be explicitly enabled for the Canadian environment and the relevant connector dependencies before deployment. The other options do not address the required cross-region configuration.
Question 56
DRAG DROP
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You are designing end-to-end test scenarios for a business solution that uses Microsoft Dynamics 365 Sales and Dynamics 365 Finance.
You need to ensure that the business solution meets the following test requirements:
• Properly exchanges data between the Dynamics 365 apps
• Aligns with defined user workflows and business processes
Which type of testing should you use for each requirement? To answer, drag the appropriate testing types to the correct requirements. Each testing type 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.
Show Answer
Correct Answer: Properly exchanges data between the Dynamics 365 apps — Integration
Aligns with defined user workflows and business processes — User acceptance
Explanation: Integration testing validates data exchange and interactions between applications. User acceptance testing verifies the solution supports the required business workflows and processes from the end-user perspective.
Question 57
HOTSPOT -
A company has a Microsoft 365 E5 subscription and uses Microsoft Copilot Studio.
The company has a Microsoft SharePoint Online library that contains 10,000 policy PDFs from various departments. The library contains a populated column named Department for each PDF.
You need to design a Copilot Studio agent that will use the SharePoint library as a knowledge source. The solution must meet the following requirements:
Enable the agent to answer user questions about company policies.
Ensure that the agent can identify which departments and policies are connected.
What should you include in the design for each requirement? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Show Answer
Correct Answer: Enable the agent to answer questions about company policies:
From Copilot Studio, add SharePoint as a knowledge source.
Identify which departments and policies are connected:
From Copilot Studio, configure the SharePoint tool.
Explanation: Copilot Studio can directly use a SharePoint library as a knowledge source for PDF-based Q&A. To leverage SharePoint metadata such as the Department column and retrieve connected policy information, configure the SharePoint tool rather than importing data or building custom models.
Question 58
A company uses multiple Microsoft Copilot Studio agents across different channels.
You need to recommend a monitoring solution that provides comprehensive telemetry data and performance insights for the agents.
What should you include in the recommendation?
A. Application Insights
B. Azure Advisor
C. Azure DevOps
D. Microsoft Dynamics 365 Customer Voice
Show Answer
Correct Answer: A
Explanation: Application Insights provides centralized telemetry, monitoring, performance metrics, failures, usage analytics, and end-to-end observability for Microsoft Copilot Studio agents across multiple channels. The other options do not provide comprehensive runtime telemetry for agent performance.
Question 59
You are evaluating a Microsoft Copilot Studio agent that supports Microsoft Dynamics 365 Customer Service representatives.
You need to recommend a testing solution that meets the following requirements:
Evaluates agent effectiveness during active sessions
Validates whether the agent delivers accurate and helpful responses
Provides measurable, actionable insights for continuous improvement
What should you recommend?
A. Track resolution, deflection, and accuracy by using dashboards and use scripts to ensure consistent responses.
B. Perform load testing to validate how the agent scales under a high chat volume.
C. Review historical tickets to find agents that have the shortest resolution times.
D. Measure uptime and page load times.
Show Answer
Correct Answer: A
Explanation: Tracking resolution, deflection, and accuracy through dashboards evaluates agent effectiveness during live use, while scripted test scenarios help validate response quality consistently. These metrics provide measurable, actionable insights for ongoing improvement. The other options focus on scalability, historical human agent performance, or infrastructure metrics rather than AI agent effectiveness.
Question 60
DRAG DROP -
A company has a Microsoft Copilot Studio agent that has been in production for three months.
The agent has received positive feedback from users.
You need to identify the number of questions unanswered by the agent and the number of abandoned sessions between the users and the agent.
Which Copilot Studio insights should you use? To answer, drag the appropriate insights to the correct requirements. Each insight 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.
Show Answer
Correct Answer: The number of unanswered questions: Generated answer rate and quality
The number of abandoned sessions: Conversation outcomes
Explanation: Generated answer rate and quality tracks answered vs. unanswered generated answers. Conversation outcomes includes metrics such as completed, escalated, failed, and abandoned sessions.
Question 61
HOTSPOT -
A company uses Azure OpenAI models that use grounding data from Microsoft Fabric for agents. The models are fine-tuned by using proprietary datasets.
You need to design a governance solution that meets the following requirements:
Restricts access to the grounding data to only assigned roles
Restricts model fine-tuning to only the AI engineering team
What should you include in the design? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Show Answer
Correct Answer: Restricts access to the grounding data: Microsoft Purview access policies
Restricts model fine-tuning: Role-based access control (RBAC) in Microsoft Foundry
Explanation: Purview access policies provide centralized, fine-grained governance over Microsoft Fabric grounding data. RBAC in Microsoft Foundry limits fine-tuning capabilities to authorized roles such as the AI engineering team.
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