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| Section | Weight | Objectives |
|---|---|---|
| Test and Manage Agents | 20-25% | - Monitor and manage agent solutions
|
| Integrate and Extend Agents in Copilot Studio | 40-45% | - Build advanced agent solutions
|
| Plan and Configure Agent Solutions | 30-35% | - Plan agent solutions
|
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NEW QUESTION # 40
You need to determine which authentication model should be applied to each Blue Yonder Copilot interaction scenario to comply with the company ' s security and governance requirements.
Which authentication requirement should you apply to each scenario? To answer, move the appropriate authentication requirements to the correct user scenarios. You may use each authentication requirement once, more than once, or not at all. You may need to move the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
NEW QUESTION # 41
Drag and Drop Question
A company uses a supported Power Platform connector to provide real-time access to enterprise records for knowledge grounding in an agent in Copilot Studio.
To meet the business needs, the knowledge source must provide the following functionality:
- Avoid copying enterprise data into an index.
- Keep source-system access controls enforced.
- Access data by calling the system at runtime.
You need to configure the connector knowledge source.
What should you configure for each requirement? To answer, move the appropriate configurations to the correct requirements. You may use each configuration once, more than once, or not at all. You may need to move the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
Box 1: Use a real-time connector
Use a real-time connector to meet this requirement.
Power Platform connectors configured as real-time knowledge sources execute queries live at runtime under the user's connection and identity. Because the data is retrieved on demand directly from the source system, no data movement or replication takes place, completely avoiding copying enterprise data into a Microsoft 365 or Graph index.
Box 2: Use existing permissions
To meet the requirement of keeping source-system access controls enforced while using a supported Power Platform connector for real-time knowledge grounding in Microsoft Copilot Studio, you should use existing permissions.
Delegated Context: When structured Power Platform connectors are integrated as real-time knowledge sources, they execute queries dynamically in the security context of the user interacting with the agent.
Access Enforcement: By relying on use existing permissions, the underlying data source maps the authenticated user's credentials (such as Microsoft Entra ID) to ensure they only retrieve and see records they are explicitly authorized to view.
Computer Information Agency
Box 3: Retrieve data without indexing
To meet the requirement of accessing real-time data by calling the system at runtime using a Power Platform connector, you should retrieve data without indexing.
When you use a Power Platform connector for knowledge grounding in Copilot Studio, it functions via dynamic runtime queries:
No Pre-indexing Required: Unlike static knowledge sources, connectors fetch live records directly from the source system at the exact moment the user asks a question.
Real-Time Accuracy: Avoiding an external search index ensures that the AI agent always accesses the most current, up-to-the-minute enterprise data.
Reference:
https://suparnatechbasket.wordpress.com/2025/09/15/copilotstudio-realtime-connector-vs-graphconnector/
NEW QUESTION # 42
A team uses environment variables to separate configuration from an agent so that the same solution can be moved between environments.
The team requires the following scenarios to be addressed:
An administrator updates a sensitive configuration value and needs the change to take effect at runtime without republishing the agent.
A builder needs to confirm a configuration value but must not be able to modify it from Copilot Studio.
An administrator updates a non-secret configuration value and needs the updated value to be used by the published agent at runtime.
Answer:
Explanation:
Explanation:
Sensitive value without republishing # Use a secret environment-variable type for runtime resolution; View but do not edit in Copilot Studio # Environment variables are read-only in Copilot Studio; Updated non-secret value used by the published agent # Republish the agent.
Comprehensive and Detailed Explanation From Microsoft AB-620 Study Guide: Secret environment variables are designed to resolve protected values, typically through Azure Key Vault, without embedding the secret in the agent definition. That makes them suitable when an administrator changes a sensitive value and runtime must obtain the current secret. Environment variables exposed to Copilot Studio are read-only there; administrators manage their definitions and current values through the Power Platform solution and environment controls, so a builder can inspect a reference without editing it on the topic canvas. For ordinary non-secret variables used by a published agent, a configuration change must be followed by republishing so the active runtime version consumes the updated value. Topic variables are conversation state and are not an ALM substitute for environment-specific configuration. Allowing every builder to edit environment variables from Copilot Studio would defeat separation of duties. The team should test the exact behavior for each variable type, because secret resolution and published configuration have different lifecycles, and should ensure target-environment service identities can read the referenced Key Vault secret. Study Guide alignment:
Test and manage agents > Implement application lifecycle management for agents in Copilot Studio > Create and use environment variables.
NEW QUESTION # 43
You need to enable Operations Concierge to delegate shipment tracking inquiries according to Fabrikam Inc. ' s defined architecture and technical requirements.
Which integration approach should you use?
Answer: D
Explanation:
Comprehensive and Detailed Explanation From Microsoft AB-620 Study Guide: The partner capability is described as an agent available only through a standardized agent-to-agent endpoint. That is the defining use case for an Agent2Agent connection. In Copilot Studio, the primary agent is configured with the external agent ' s A2A message endpoint and the applicable authentication details, after which orchestration can delegate shipment-tracking requests to it. An MCP server exposes tools or resources rather than an independently orchestrated partner agent, so option C changes the integration contract. An indexed knowledge source is also unsuitable because shipment status is dynamic and the requirement is delegation, not retrieval from a copied corpus. Generative responses in the primary agent would have no authoritative live shipment source and would violate the defined architecture. The A2A description should identify shipment tracking precisely so that it does not compete with unrelated agents or tools. Because external-agent support can be preview functionality, Fabrikam should also validate regional availability, authentication, error behavior, latency, and governance before production use. Study Guide alignment: Integrate and extend agents in Copilot Studio > Configure multi-agent collaboration from Copilot Studio > Create a multi-agent solution by using A2A protocol.
Topic 1, Fabrikam inc.
Background Current Environment:
Fabrikam Inc. is a Canada-based manufacturer with a growing service organization that supports field technicians and internal operations teams. Fabrikam Inc. plans to launch a new internal agent solution named Operations Concierge to reduce time spent searching policy content, retrieving operational metrics, and executing routine transactions.
The agent will be used by three groups:
* Service coordinators who triage incoming service requests
* Field technicians who need guided procedures and parts availability
* Operations managers who monitor KPIs and exceptions
The agent solution must work in real-world operational conditions. Users often ask questions mid-call with a customer or while coordinating parts shipments. The agents require quick, reliable outcomes. As a result, Fabrikam Inc. requires the solution to:
* Provide grounded answers with traceability when it provides guidance.
* Retrieve real-time metrics when users ask for operational status,
* Execute authenticated updates when users initiate a flow (such as creating a parts request).
Fabrikam Inc. also expects the solution to be maintained by multiple makers and developers across the year.
The company has experienced duplicated logic and inconsistent behavior across different agents. This project emphasizes reuse, governance, and maintainability across teams.
Business Requirements:
Fabrikam Inc. runs three Microsoft Power Platform environments for agent development and release: Dev, Test, and Prod.
The team plans to build the agent and validate it in Dev and Test, then promote to Prod by using a controlled release process that supports repeatable deployments.
Fabrikam Inc. already has two assets the team wants to reuse:
* A partially completed Copilot Studio agent named Service Desk Agent, used by IT to create internal tickets and route requests
* A Microsoft Foundry agent created by a central AI team that performs specialized summarization and classification for long-form text (for example, summarizing call transcripts into an incident narrative) Fabrikam Inc. also has operational and knowledge data sources:
* A curated policy library (internal SOPs, service warranty rules, escalation criteria, and standard operating procedures)
* A set of indexed documents and procedures in an Azure AI Search service that supports vector search for the policy library
* A Microsoft Fabric workspace that includes a semantic model used by operations leadership for reporting Business Requirements:
Fabrikam Inc. requires Operations Concierge to meet the following business requirements:
* Traceability requirement: When the agent provides policy guidance or procedural recommendations, users must be able to see where the answer came from.
* Metrics requirement: When users ask about service performance (backlog, SLA risk, parts shortages, dispatch delays), the solution must return up-to-date metrics in a structured format that operations managers can use in weekly reviews.
* Transaction requirement: The solution must support authenticated updates initiated during conversations, including creating a parts request and updating a service case status.
In addition, Fabrikam Inc. wants to avoid duplicating common assets across agents:
* The team must reuse the same set of escalation topics, MCP tool definitions, and a standard safety disclaimer across three different agents.
* Only the platform engineering group is allowed to edit shared assets. However, all agent authors must be able to use them.
Technical Requirements:
The Fabrikam Inc. ' s solution architecture uses a multi-agent approach so that specialist responsibilities are isolated and can evolve independently.
The Operations Concierge (primary agent) must coordinate the following specialist capabilities:
* Policy and procedure Q & A: Use an enterprise knowledge source that supports indexed retrieval across the curated policy library and service procedures.
* Operational metrics: Delegate metric queries to a Fabric Data Agent that reads governed business data through the Fabric semantic model.
* Authenticated updates: Use tools exposed by an existing internal Model Context Protocol (MCP) server that provides transactional operations for the service organization.
* Specialized processing: Delegate summarization and classification requests to an existing Microsoft Foundry agent.
Fabrikam Inc. will onboard two MCP servers as tools:
* PartsOps MCP server: exposes tools for parts availability checks and parts request creation. The server requires per-user authentication because actions must be traceable to the requesting user.
* WarrantyRules MCP server: exposes a read-only tool for validating warranty coverage. The server uses an API key shared by the agent team.
Fabrikam Inc. has also defined a collaboration requirement with the existing Service Desk Agent:
* The primary agent must delegate IT-specific requests to the existing Service Desk Agent rather than reimplement ticket creation logic.
Finally, Fabrikam Inc. plans to support a partner integration:
For shipment tracking inquiries, Fabrikam Inc. will delegate to a partner-provided agent that is only available through a standardized agent-to-agent endpoint.
Issues and constraints
During early testing, Fabrikam Inc. found three recurring problems:
* Makers are copying and modifying the same components across agents, resulting in inconsistent disclaimers and duplicated tools.
* Users can obtain a correct answer, but the response is not consistently traceable to a source when the agent uses knowledge.
* The primary agent can route some requests, but specialist capabilities are not consistently delegated (for example, some metric questions are answered generatively instead of being routed to the Fabric Data Agent).
* You are part of the engineering team responsible for correcting the design and configuration to meet the preceding requirements and constraints.
NEW QUESTION # 44
A team is developing an agent in Copilot Studio and wants to evaluate its behavior before expanding access.
The team needs a repeatable, consistent method to test the agent by using predefined interactions.
You need to ensure that agent responses can be evaluated consistently across multiple test runs.
What should you do?
Answer: A
Explanation:
A test set provides the controlled evaluation method required in this scenario. It consists of prepared prompts or questions together with defined expectations, such as an expected response or evaluation criterion. Copilot Studio can run the same test cases repeatedly, capture the agent's generated responses, and compare the results against the established baseline. Because the inputs and expectations remain fixed, changes between runs can be attributed more reliably to modifications in the agent's instructions, topics, tools, or knowledge configuration.
A qualitative review may be useful during exploratory testing, but it depends heavily on individual judgment and does not provide the same repeatability. Previous production sessions also contain uncontrolled user inputs and changing conversational context, so they are unsuitable as a standardized baseline. Publishing the agent to additional channels expands exposure rather than validating response quality.
Telemetry and analytics are valuable after deployment for monitoring fallback frequency, topic usage, engagement, containment, and other operational behavior. However, analytics alone do not execute a fixed collection of interactions or compare each response with a predefined expectation. They therefore complement formal evaluation rather than replace it.
The appropriate action is to define and repeatedly execute a test set containing prompts and expected outcomes. Relevant study-guide areas are Evaluate agent responses , Create and run test sets , and Analyze evaluation results . See Agent evaluation overview .
NEW QUESTION # 45
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