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Microsoft AB-410 Exam Syllabus Topics:

Microsoft Building Intelligent Applications Sample Questions:

1. A company wants to build a generative AI assistant that answers employee questions using internal policies stored in SharePoint. The assistant must provide responses based only on approved company documents. Which architecture pattern should be implemented?

A) Image classification pipeline
B) Model fine-tuning only
C) Reinforcement learning
D) Retrieval-Augmented Generation

2. A company uses Dataverse to configure derived values for sales records.
The company requires the following functionality:
- Evaluate an expression by using numerical columns in the same row.
- Calculate the result dynamically when accessed.
- Ensure the result is NOT stored as part of the table data.
- The solution must minimize use of custom code.
You need to configure the app.
What should you do?

A) Use a plugin to calculate.
B) Use a real-time workflow to update the value.
C) Create a formula column.
D) Use a business rule to populate the value.

3. A company uses a Power Automate cloud flow to manage purchase approvals. Purchase orders will always be approved, rejected, or marked as escalated to a manager.
The company has the following requirements:
- Multiple approvers must be included in each approval request.
- Once approved, an email must be sent to the purchasing team that
confirms the outcome.
- The flow must not wait for remaining approvers after a decision is
reached.
You need to configure the approval.
Which three configurations should you use? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

A) Configure the approval type as Approve/Reject - First to respond.
B) Evaluate the approval outcome by using a condition.
C) Configure the approval type as Custom Responses - Wait for one response.
D) Create separate approval actions for each approver in parallel branches.
E) Assign multiple approvers in a single approval action.

4. Hotspot Question
A company plans to use Microsoft Dataverse to manage sales opportunities. Records will contain confidential financial data that should only be accessible to specific groups of employees.
You have the following requirements:
- Sales representatives must only view and update records they create.
- Sales managers must have visibility into all opportunities within
their organization.
You need to configure security.
Which configuration should you use? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

5. 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?

A) Increasing model randomness
B) Prompt engineering with output constraints
C) Disabling validation logic
D) Removing system instructions

Solutions: