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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Deploy AI-powered business solutions | 45% | - Testing and validation
|
| Topic 2: Design AI-powered business solutions | 30% | - Agent and solution design
|
| Topic 3: Plan AI-powered business solutions | 25% | - AI solution design strategy
|
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NEW QUESTION # 41
A company uses Microsoft Dynamics 365 Finance to manage accounts payable.
You are designing an AI invoice processing solution.
You need to recommend the prerequisites to configure a prebuilt copilot for accounts payable.
What should you recommend?
Answer: D
Explanation:
Users must be assigned the Finance and Operations AI and AIB Roles in the Dataverse environment.
Note:
To configure the prebuilt Copilot for Accounts Payable in Microsoft Dynamics 365 Finance, you must satisfy several foundational and technical requirements.
1. System & Environment Prerequisites
2. Technical Configuration & Data Settings
3. Licensing & Security Roles
Licenses
*-> Dataverse Roles: Users must be assigned the Finance and Operations AI and AIB Roles in the Dataverse environment.
4. Feature Activation
Reference:
https://learn.microsoft.com/en-us/dynamics365/finance/accounts-payable/invoice-capture- overview
NEW QUESTION # 42
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 # 43
Hotspot Question
A company has a Microsoft Copilot Studio prompt-and-response agent.
You need to ensure that the agent meets the following requirements:
- Provides effective and relevant responses
- Provides conversational outcomes
Which metric should you use for each requirement? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
Box 1: Generated answers rate and quality
Provides effective and relevant responses:
To ensure your Microsoft Copilot Studio agent provides effective and relevant responses, you should focus on the Generated Answer Rate and Quality metrics found in the Analytics dashboard. These metrics help you identify where the agent is succeeding and where knowledge gaps exist.
Key Quality Metrics
Generated Answer Rate: Measures the frequency with which the agent successfully triggers a generative response from its knowledge sources.
Response Quality (Good vs. Poor): Copilot Studio automatically labels a sample of responses as
"Good" or "Poor" quality based on AI assessment of relevance, completeness, and grounding.
Poor Quality Reasons: If a response is labeled "Poor," the system provides specific reasons, such as being incomplete, irrelevant, or not fully grounded.
Unanswered Questions: Tracks queries the agent could not answer, helping you identify missing documentation or topics.
Box 2: Satisfaction
Provides conversational outcomes
To ensure your Microsoft Copilot Studio prompt-and-response agent provides optimal conversational outcomes, you should use the Customer Satisfaction (CSAT) metric.
Reference:
https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-improve-agent-effectiveness
https://learn.microsoft.com/en-au/microsoft-copilot-studio/guidance/analytics
NEW QUESTION # 44
A company plans to deploy a Microsoft Dynamics 365 Contact Center agent.
You need to ensure that the agent can transfer the conversation to a live customer service representative.
Which two components should you include in the solution? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
Answer: A,B
Explanation:
Comprehensive and Detailed Explanation From Agentic AI Business Solutions Topics:
The correct answers are B. Microsoft Copilot Studio and E. Cust omer engagement hub .
This question focuses on enabling a Dynamics 365 Contact Center agent to hand off a conversation to a live customer service representative . That requires both:
* the tool used to build and configure the conversational agent
* the service environment where live customer engagement and routing occur Why B. Microsoft Copilot Studio is correct Microsoft Copilot Studio is the platform used to build, configure, and manage the contact center agent experience. It enables you to define conversation flows, escalation logic, triggers, and handoff behavior.
In this case, the requirement is specifically that the agent must be able to transfer the conversation to a live representative. Copilot Studio is where that escalation or transfer behavior is designed as part of the agent experience.
Why E. Customer engagement hub is correct
The Customer engagement hub provides the operational environment for customer service interactions and live-agent engagement within Dynamics 365. Once the AI agent determin es that escalation is required, the live representative needs an environment to receive and continue that engagement.
From a business solutions architecture perspective, this makes sense:
* Copilot Studio defines the agent and transfer logic
* Customer engagem ent hub supports the human service experience after transfer Together, they satisfy the end-to-end requirement for AI-to-human handoff.
Why the other options are incorrect
A). Microsoft Foundry
Foundry supports AI model and agent development scenarios, but it is not the specific component needed for live-agent transfer in Dynamics 365 Contact Center.
C). Microsoft 365 Agents Toolkit
This is not the core component for enabling Dynamics 365 Contact Center handoff to a live service representative.
D). an Azure AI Bot Service skill
Bot skills can extend capabilities, but they are not the primary required components for enabling the standard transfer from a Dynamics 365 Contact Center agent to a live customer service representative.
Expert reasoning:
For Contact Center escalation questions, think in two layers:
* agent authoring/orchestration # Microsoft Copilot Studio
* human service environment / live representative experience
NEW QUESTION # 45
A customer service agent deployed in Copilot Studio is receiving negative feedback from users.
The support team reports that the agent frequently provides incorrect answers about product warranty policies. The team wants to diagnose and resolve the issue.
Which monitoring approach should you recommend?
Answer: B
Explanation:
Effective agent monitoring starts with analysing conversation transcripts and topic analytics to understand exactly where the agent is failing. By reviewing which topics trigger when warranty questions are asked, you can determine whether the issue is incorrect topic routing, outdated knowledge source content, or poorly designed conversation flows. This diagnostic approach enables targeted fixes rather than wholesale rebuilding.
NEW QUESTION # 46
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