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NEW QUESTION # 78
You need to design a Microsoft Copilot Studio agent for customer support. The agent must securely retrieve product warranty data from a REST API. The solution must minimize development effort. What should you include in the design?
Answer: D
Explanation:
The requirement is to build a Microsoft Copilot Studio agent that can securely retrieve product warranty data from a REST API while minimizing development effort.
The best choice is D. Create a custom connector in Copilot Studio and use the connector to call the API.
Why this is correct:
A custom connector is the standard low-code way to integrate Copilot Studio with a REST API. It lets the agent call the external warranty service securely, using supported authentication methods, without requiring heavy custom development. This directly satisfies both key requirements:
secure retrieval of warranty data
minimal development effort
NEW QUESTION # 79
Scenario: A customer support organization aims to significantly improve its case resolution times and overall agent efficiency. They are looking for an AI solution that can provide real-time assistance to agents by summarizing ongoing conversations, suggesting relevant next best actions, and quickly retrieving historical customer data directly within their workflow.
Which specific Microsoft capability is designed to provide these AI-driven features for enhancing agent productivity within a customer service environment?
Answer: B
Explanation:
Microsoft Copilot for Dynamics 365 Customer Service is correct because this specific Copilot integration provides exactly the described functionalities: real-time conversation summaries, AI- suggested responses, recommended next actions, and the ability to surface relevant knowledge base articles and historical customer data directly within the agent's workflow in Dynamics 365 Customer Service.
References:
https://adoption.microsoft.com/en-us/copilot-in-dynamics-365-customer-service/
https://learn.microsoft.com/en-us/microsoft-cloud/dev/copilot/copilot-for-dynamics365
NEW QUESTION # 80
A company has a Microsoft Copilot Studio agent that uses generative AI to assist Microsoft Dynamics 365 Customer Service representatives.
The agent currently exhibits a low resolution rate and a high escalation rate.
You need to identify the issue.
What should you use?
Answer: B
Explanation:
To locate the problem behind a low resolution and high escalation rate in your Copilot Studio agent, you should focus on a multi-layered diagnostic approach. High escalation typically signals that the agent is hitting a "Fallback" trigger or failing to find grounded answers in its knowledge base.
Core Diagnostic Steps
Analyze Analytics Dashboards
*-> Use the built-in Copilot Studio Analytics tab to identify high-level trends.
Escalation Rate Drivers: Look for the top 5-10 topics causing escalations. Improving these key topics by even 10% can significantly boost overall deflection.
Outcome Reason: Check the outcomeReason in the ConversationTranscript table in Dataverse to see if sessions end due to abandonment, system errors, or explicit user requests for a human.
Reference:
https://sharepoint247.com/copilot-studio/change-or-remove-the-escalate-functionality-in-copilot-studio
NEW QUESTION # 81
A company plans to deploy an AI-based customer service app that will autonomously manage interactions, escalate complex cases, and learn from historical ticket data.
You need to perform a return on AI investment (ROAI) analysis of the app deployment. The solution must ensure that the analysis is accurate.
What should you do first?
Answer: C
NEW QUESTION # 82
Case Study 2 - Contoso, Ltd
Overview
Contoso, Ltd. is a high-tech manufacturing company that uses Microsoft Dynamics 365 Finance.
Dynamics 365 Supply Chain Management, and Dynamics 365 Commerce for its North American operations. The company designs and develops innovative products that have many patents and proprietary technologies. The patents and engineering designs are closely guarded secrets.
Contoso executives want to integrate and adopt AI solutions to help scale the company in preparation for an anticipated period of rapid growth.
The company has multiple legal entities and Azure subscriptions that will be used in the adopted AI solutions.
Requirements
AI Adoption
The following executives will have specific responsibilities in the overall AI adoption:
- Chief Technology Officer (CTO): Select one Dynamics 365 Finance,
Dynamics 365 Supply Chain Management or Dynamics 365 Commerce prebuilt
AI agent and one custom Microsoft Copilot Studio AI agent to prioritize and deploy during the initial AI adoption phase.
- Chief Information Officer (CIO): Ensure that appropriate security
labels are assigned to the data used by the AI agents.
- Chief Financial Officer (CFO): Analyze the return on investment (ROI) for the AI agents being deployed.
- Chief Information Security Officer (CISO): Discover and inventory AI
resources for auditing.
- Chief Executive Officer (CEO): Ensure that all solutions adhere to
industry-standard responsible AI practices.
All AI initiatives and agents will have a detailed business use case, a defined audience profile, and an estimated ROI that will compare the cost savings of the current process against the estimated costs of using the new AI solutions.
The company's research and development (R&D) department already has a custom Model Context Protocol (MCP) server that contains comprehensive product specifications and compliance data.
Prebuilt AI Agent
The CTO has NOT yet selected which prebuilt AI agent to use in Dynamics 365 Supply Chain Management. The CTO wants to view available agent templates to identify which agent will add the most business value.
Depending on which high-priority AI agents are identified, its agent capabilities must be previewed in a discovery meeting with the relevant business operation stakeholders.
Custom AI Agent
Contoso has identified the following custom AI agent requirements:
- The custom AI agent will use data from Dynamics 365 Supply Chain
Management to answer questions for the manufacturing team as a low-code solution.
- The custom AI agent will be accessible from within Microsoft Teams.
- The custom AI agent must be designed to eventually connect to other
agents that can be selected based on their description.
- The topics used in the custom AI agent will be selected based NOT on
a trigger phrase, but on a description of the purpose of the query, to
make the interactions more conversational.
- The custom AI agent must be able to answer questions about product
specifications by using existing technologies. The product
specifications are maintained by the R&D department.
- The custom AI agent must be integrated with and accessible from
Dynamics 365 Supply Chain Management.
- The custom AI agent must be able to use Dynamics 365 Supply Chain
Management business logic that is stored outside of the application.
Analysis, Reporting, and Troubleshooting
Contoso has identified the following analysis, reporting, and troubleshooting requirements:
- The CISO will audit all the AI solutions monthly for compliance and
security.
- The CFO will analyze all the AI solutions quarterly to compare the
estimated ROI against actual measured efficiencies and adoption. The
CFO will use the Copilot Studio agent usage estimator to perform this
analysis.
- The CISO wants to identify how much sensitive data was accessed for a given AI agent run and who accessed the data. Too much sensitive data accessed by a single user might indicate a high security risk.
- The CTO wants to track user feedback on the quality of the AI agent
responses during user interactions with the agents. Consistently poor
feedback will trigger an escalated reengineering discussion.
- The CEO wants a quarterly assessment of all the required metrics for
their specific responsibilities. The tools used for the assessments
must be Microsoft-recommended and must verify reliability,
interpretability, fairness, and compliance.
- The CFO wants to identify how many interactions with the AI agents
are abandoned on a given day as compared to resolved conversations. Too many abandoned sessions might indicate that Copilot Studio credits are being used inefficiently by end users.
Which two components for the custom AI agent should you include in the application lifecycle management (AIM) process? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.
Answer: B,D
Explanation:
[C]
A Microsoft Power Platform solution is the standard container for transporting and managing customizations across the Power Suite (Copilot Studio, Power Automate, and Power Apps). It perfectly aligns with the specific requirements.
[B]
Based on the application lifecycle management (ALM) process for a Microsoft Power Platform solution that integrates with Dynamics 365 Supply Chain Management, you should use a ZIP package.
Recommended ALM Component
In the Microsoft Power Platform ecosystem, the standard unit of deployment for ALM is a Solution, which is exported and transported as a ZIP package.
ZIP package: This is the standard format for Power Platform solutions containing Copilot Studio agents, Power Automate flows, and custom connectors used to bridge Dynamics 365 and Teams.
Incorrect:
[Not A]
Azure package: Typically refers to Azure-native resources; while used for custom coding, the Power Platform solution itself is handled via ZIP exports.
[Not D]
Cloud Scale Unit (CSU) package: Specifically for commerce or edge workloads, not for deploying general AI agents.
[Not E]
X++ model is used for core code changes inside Dynamics 365 Finance & Operations, but not for the low-code Power Platform/Copilot Studio orchestration described.
Reference:
https://thorprojects.com/2025/09/23/copilot-studio-power-on-the-power-platform/#
https://learn.microsoft.com/en-us/dynamics365/supply-chain/procurement/supplier-com-agent-setup
NEW QUESTION # 83
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