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| Section | Objectives |
|---|---|
| Embed agents and AI experiences | - Agent integration
|
| Governance and application lifecycle management | - Responsible AI and ALM
|
| Design intelligent applications with Copilot and natural language | - AI-first application design
|
| Build intelligent applications on Microsoft Power Platform | - Application development
|
| Implement automation and orchestration | - Process automation
|
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NEW QUESTION # 66
A developer wants a generative AI application to consistently return responses in a structured format that another application can process automatically. Which technique should be applied?
Answer: B
Explanation:
Prompt engineering can define expected response formats, including JSON structures, fields, and formatting requirements. This improves interoperability between AI-generated responses and downstream applications. Increasing randomness reduces consistency, while removing instructions weakens model behavior control. Validation logic should complement AI output processing rather than being disabled.
NEW QUESTION # 67
A company plans to implement an automated process to retrieve and analyze customer feedback.
The company requires a solution that:
# Autonomously analyzes feedback.
# Stores results for reporting.
# Triggers an escalation for negative sentiment.
You need to design the solution.
Which three components should you use? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point. (Choose three.)
Answer: A,C,D
Explanation:
The solution requires an AI Builder prompt, a cloud flow, and a Dataverse table. The prompt performs the autonomous semantic analysis of each feedback item, including sentiment or other instructed classifications.
The cloud flow supplies the event-driven orchestration: it retrieves new feedback, calls the prompt, interprets the result, writes the output, and branches to an escalation action when sentiment is negative. Dataverse provides persistent, queryable storage for the original feedback, model result, status, and reporting fields. A canvas app may be useful for reviewing results but is not required for autonomous execution. A business rule can validate or adjust Dataverse data but cannot independently call the generative model and orchestrate external escalation. The flow should include explicit failure handling, confidence or result validation, and an idempotent design so retries do not create duplicate escalations. Approved data policies must also permit the connectors used by the flow. The Study Guide covers "consume a prompt in cloud flows," "configure cloud flow actions," and the creation of Dataverse-backed business solutions. A, B, and E form the complete analysis, automation, and persistence architecture.
Study Guide reference/topic: "Create cloud flows; Create prompts and models in AI Hub." AB-410 Study Guide | Microsoft Learn technical reference
NEW QUESTION # 68
A company processes transaction records by using a Power Automate cloud flow.
The company has the following requirements:
# Continue processing records until a status field changes to Complete, even if new records are added during execution.
# Process a fixed list of records retrieved at the start of the flow, ensuring each record is processed exactly once.
You need to configure the flow control logic.
Which controls should you use? To answer, move the appropriate controls to the correct requirements. You may use each control 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:
Continue until status is Complete - Do until; Process the fixed retrieved list - Apply to each
Do until is the correct loop when processing must continue until a runtime condition becomes true. The flow can recheck the status and repeat its actions until Status equals Complete, subject to configured count and timeout limits. Because the condition is reevaluated between iterations, it can respond to a status change that occurs while the flow is running. Apply to each is correct for the fixed array of records retrieved at the beginning. It enumerates each item in that array once; records added to the source later are not automatically inserted into the already obtained collection. Scope groups actions for error handling or organization but does not implement either iteration pattern. Concurrency settings affect parallelism and ordering within a loop but do not replace the loop itself. The Do until design should include a delay or appropriate polling interval and explicit termination safeguards to avoid excessive requests. Apply to each concurrency should be chosen according to ordering and connector limits. The Study Guide's cloud-flow objectives include "implement flow control with conditions and loops." The verified mapping matches a condition-driven loop and a collection-driven loop to their intended behaviors.
Study Guide reference/topic: "Create cloud flows - Implement flow control with loops." AB-410 Study Guide | Microsoft Learn technical reference
NEW QUESTION # 69
A company is using Microsoft Dataverse.
You must integrate Dataverse with a third-party AI service. The solution requires authentication and custom request handling to send and receive data.
You need to enable the integration.
What should you do?
Answer: D
NEW QUESTION # 70
You need to add the Priority column to the Maintenance Request table.
Which column type should you use?
Answer: C
Explanation:
A global choice provides one centrally maintained option set that multiple Dataverse columns can reference.
This directly satisfies the requirement that Priority must be added to several tables and that a newly added option must become available automatically wherever the shared choice is used. Microsoft's Dataverse documentation states that columns can refer to a "common set of global options." Maintaining the values centrally prevents separate Priority columns from drifting out of synchronization.
A local choice is defined specifically for one column. Adding a value to one local choice would not update corresponding columns on other tables. Status reason is tied to a row's active or inactive state and is unsuitable for general priority classification. A formula column calculates a value; it does not provide a centrally managed, user-selectable list.
Because users must select one value, the column should be a single-select Choice referencing the global Priority choice, not a multi-select Choices column.
References: Create and edit Dataverse columns ; AB-410 Study Guide , Create a foundation for intelligent applications # Build data models # Create and modify columns.
NEW QUESTION # 71
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