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| Section | Weight | Objectives |
|---|---|---|
| Design AI-powered business solutions | 30% | - Extensibility and orchestration
|
| Plan AI-powered business solutions | 25% | - AI solution design strategy
|
| Deploy AI-powered business solutions | 45% | - Monitoring and optimization
|
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NEW QUESTION # 64
You use Microsoft Copilot Studio analytics to analyze the performance of a deployed Copilot Studio agent.
You need to identify which performance metrics to use to measure the following:
* The percentage of engaged sessions that are escalated to a live customer service representative
* The number of agent queries that cause a knowledge source error
What should you identify for each requirement? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
In Microsoft Copilot Studio analytics , each metric is designed to measure a different aspect of agent performance.
For the first requirement, the metric that tracks the percentage of engaged sessions escalated to a live customer service representative is Escalation rate . This directly measures how often conversations are handed off from the agent to a human.
For the second requirement, the metric th at helps identify queries causing a knowledge source error is Answer quality . This area evaluates how well the agent responds and includes issues related to grounded answers, failed responses, and knowledge-source-related problems.
Why the other options are not correct:
* Customer Satisfaction (CSAT) score measures user satisfaction, not escalation percentage or knowledge source errors.
* Engagement rate measures whether users actively interact with the agent, not whether sessions are escalated or whether a kno wledge source failed.
NEW QUESTION # 65
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?
Answer: D
Explanation:
The key issue is that the agent will run in a Canadian environment and use:
* Dataverse data stored in Canada
* a connector to Azure OpenAI in the United States
That means data may need to move across regions . Before deployment, the organization must make sure this cross-region use is explicitly allowed under the platform's data movement and residency controls.
That makes C the correct answer.
Why C is correct:
* It directly addresses the fact that the solution uses services in different geographic regions
* It ensures the environment and its connector dependencies are configured to allow that movement in line with platform policy
* It is the most specific action tied to data residency and data movement compliance before deployment Why the other options are not correct:
* A. Ensure that the data processed by Azure OpenAI is stored in the United States. This does not address whether the cross-region movement itself is permitted.
* B. From the Microsoft Purview portal, validate the Data loss prevention settings. DLP helps govern connector usage and data exfiltration, but the question is specifically about data residency and cross-region data movement .
* D. Migrate the tenant to the United States. This is unnecessary and does not align with the stated Canadian deployment requirement.
NEW QUESTION # 66
You are creating validation criteria for a custom generative Al model that produces business reports based on internal enterprise data. You need to Assess whether the model ' s outputs are appropriate and meaningful (or the business reports. Which metric should you use?
Answer: D
Explanation:
The correct evaluation criterion is alignment of the output to domain-specific tasks . The objective is to establish whether generated reports are semantically appropriate, useful, and correct for the intended business purpose. This requires evaluating output quality against the requirements and expectations of the specific business domain.
Microsoft ' s generative-AI evaluation guidance emphasizes that evaluation should reflect the nature of the task and dataset , and that domain-specific scenarios frequently require customized evaluation criteria.
Training duration and inference resource utilization are operational or performance measurements, not measures of whether the generated report is meaningful. Likewise, active-user count measures adoption rather than model-output quality.
NEW QUESTION # 67
You need to design a multi-agent solution that will include a custom agent. The solution must meet the following requirements:
* Define the ruin and constraints that the agent mutt follow.
* Automate a backend process that involves data movement between services and runs independently of the agent s reasoning steps.
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.
Answer:
Explanation:
Explanation:
In Microsoft Copilot Studio, conversation topics define controlled conversational paths for an agent. A topic consists of nodes that determine how the interaction proceeds, including conditions, questions, messages, branching, and other deterministic logic. Microsoft specifically describes a topic as defining how an agent conversation progresses , making it the appropriate choice among the available options when specific rules or constrained behavior must be enforced.
A Microsoft Power Automate cloud flow is appropriate for the second requirement because the process involves backend automation and movement of data between services and must execute independently of the agent ' s reasoning. Power Automate cloud flows provide workflow automation using connectors, triggers, and actions and can operate independently rather than being selected dynamically as part of the agent ' s orchestration. Microsoft also distinguishes cloud flows that run independently from agent flows that can be attached to an agent as tools.
NEW QUESTION # 68
You need to recommend a Microsoft Power Platform business solution that consolidates data from multiple internal and external data sources. The solution must meet the following requirements:
- Provide the data as a centralized source for multiple AI systems,
including Microsoft Copilot Studio agents, Dynamics 365 applications,
and external AI models.
- Support built-in data classification and protection policies.
- Provide data for grounding and analytics.
What should you include in the recommendation?
Answer: D
Explanation:
Microsoft Dataverse is the ideal foundational component for this scenario, serving as the secure, centralized data platform for the Microsoft Power Platform, Dynamics 365, and AI integrations. By using Dataverse, the business can consolidate, protect, and utilize data across Copilot Studio agents, Dynamics 365 applications, and analytics tools, addressing all stated requirements.
Here is how Dataverse fulfills the requirements in the described scenario:
Centralized Source: It serves as the primary data storage and management engine for Power Platform, Dynamics 365, and Copilot Studio. It consolidates data into a unified data model (Common Data Model), ensuring consistency across internal and external sources.
Internal & External Integration: Dataverse supports data integration from diverse sources using tools like Power Query, Azure Data Factory, and virtual tables that map external data in real-time.
Data Classification & Protection: It features built-in, enterprise-grade security.
AI Grounding & Analytics:
- Grounding: It acts as the knowledge source for Copilot Studio agents, providing the necessary business context for accurate generative AI responses.
- Analytics: It integrates natively with Power BI for reporting and can synchronize with Microsoft Fabric or Azure Synapse for large-scale data modeling and advanced analytics.
Reference:
https://avantiico.com/solutions/microsoft-platforms/microsoft-dataverse
NEW QUESTION # 69
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