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Microsoft AB-410: Building Intelligent Applications is an intermediate-level Microsoft certification exam focused on building AI-powered business applications with Microsoft Power Platform. It is associated with the Microsoft Certified: Intelligent Applications Builder Associate certification.  Braindump2go has assembled to take you through 89 Q&As to your AB-410 Exam preparation: https://www.braindump2go.com/ab-410.html

QUESTION 1
A company maintains an AI-enabled Power Platform solution that includes prompts, cloud flows, and Dataverse components. The solution is deployed to a production environment.
The company requires the following updates to the solution:
– New features must be released regularly.
– Updates must be validated before release.
– Deployed updates must be able to be removed from production if necessary.
You need to update the solution while maintaining release control and following Microsoft best practices.
What should you do?

A.    Update the development environment. Deploy the solution as managed.
B.    Update the development environment. Run solution checker.
C.    Update the development environment. Deploy the solution as unmanaged.
D.    Modify the development customizations file. Deploy to production.

Answer: A

QUESTION 2
Drag and Drop Question
A company is designing a model-driven app for customer service representatives.
The app must:
– Organize navigation into logical groupings based on business processes.
– Ensure only required data is included in the app navigation.
You need to configure navigation and table availability.
Which actions should you perform? To answer, move the appropriate actions to the correct requirements. You may use each action 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:
  

QUESTION 3
Hotspot Question
A company deploys a model-driven app to multiple departments.
The company requires the following app functionality:
– Enable users to open the app.
– Determine why users cannot access the app.
You need to configure app access.
Which actions should you perform? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
  
Answer:
  

QUESTION 4
Hotspot Question
You are configuring a dashboard in a model-driven app for sales managers. The dashboard displays opportunity pipeline data from the Opportunities table.
The company requires the following functionality:
– Show how each sales stage contributes to the total pipeline for each sales region.
– Ensure a newly created chart is available to users in the app.
– Use the My Open Opportunities dataset when the dashboard component loads.
– Prevent users from switching to a different chart at runtime.
You need to create and configure the chart and dashboard component.
How should you configure the requirements? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
  
Answer:
  

QUESTION 5
A company builds a canvas app to display and manipulate large datasets across multiple screens.
Users report the app takes a long time to load data when opened.
You need to optimize performance when the app is started.
What are three actions you can perform? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.

A.    Move data transformation logic from the source to Power Fx.
B.    Remove data retrieval calls from the App.OnStart.
C.    Enable preloading in app settings.
D.    Use the Concurrent() function for data retrieval calls.
E.    Use the ClearCollect() function to cache data.

Answer: BDE

QUESTION 6
A company builds a canvas app that processes images submitted by users and must classify them using an existing AI Builder model.
The app must generate predictions during user interaction.
You need to consume the AI model natively.
What should you do?

A.    Invoke the model by using Power Fx.
B.    Replace the model with a static formula.
C.    Refine the model with additional images.
D.    Export the solution which contains the model.

Answer: A

QUESTION 7
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result these questions will not appear on the review screen.
A company integrates external systems into Power Automate by using cloud flows.
The company must connect to external services with different characteristics and determine whether a custom connector is required.
You need to evaluate if a custom connector is necessary to meet the requirements.
Solution: A cloud flow must retrieve data from SharePoint Online lists.
Does the solution meet the goal?

A.    Yes
B.    No

Answer: B

QUESTION 8
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result these questions will not appear on the review screen.
A company integrates external systems into Power Automate by using cloud flows.
The company must connect to external services with different characteristics and determine whether a custom connector is required.
You need to evaluate if a custom connector is necessary to meet the requirements.
Solution: A cloud flow must call a REST API by using a one-time HTTP action without reuse across flows.
Does the solution meet the goal?

A.    Yes
B.    No

Answer: B

QUESTION 9
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result these questions will not appear on the review screen.
A company integrates external systems into Power Automate by using cloud flows.
The company must connect to external services with different characteristics and determine whether a custom connector is required.
You need to evaluate if a custom connector is necessary to meet the requirements.
Solution: A cloud flow must retrieve data from Microsoft Dataverse.
Does the solution meet the goal?

A.    Yes
B.    No

Answer: B

QUESTION 10
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result these questions will not appear on the review screen.
A company integrates external systems into Power Automate by using cloud flows.
The company must connect to external services with different characteristics and determine whether a custom connector is required.
You need to evaluate if a custom connector is necessary to meet the requirements.
Solution: A cloud flow must integrate with an internal web service that is used across multiple flows and requires reusable actions.
Does the solution meet the goal?

A.    Yes
B.    No

Answer: A

QUESTION 11
A company builds a canvas app that processes images submitted by users and must classify them using an existing AI Builder model.
The app must generate predictions during user interaction.
You need to consume the AI model natively.
What should you do?

A.    Retrain the model for each submission.
B.    Reuse a previously stored prediction.
C.    Export the solution which contains the model.
D.    Call the model from app logic.

Answer: D

QUESTION 12
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 business rule to populate the value.
B.    Create a JavaScript function.
C.    Configure a dataflow.
D.    Create a calculated column.

Answer: D

QUESTION 13
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?

A.    Configure an environment variable.
B.    Use an AI Builder model.
C.    Create a custom connector.
D.    Use a classic workflow.

Answer: C

QUESTION 14
A company is developing an intelligent customer support application using Azure AI services. The solution must analyze customer conversations, identify user intent, and provide automated responses while maintaining conversation context across multiple interactions. The development team wants a managed service requiring minimal machine learning expertise. Which Azure capability should be implemented?

A.    Azure Machine Learning custom models
B.    Azure AI Language conversational language understanding
C.    Azure Kubernetes Service inference clusters
D.    Azure Synapse predictive analytics

Answer: B

QUESTION 15
A developer creates an intelligent document processing solution that extracts invoice numbers, vendor information, and payment totals from scanned PDF files. The documents have different layouts depending on the supplier. The solution should minimize manual model training while supporting structured extraction. Which service should be selected?

A.    Azure AI Vision OCR
B.    Azure AI Document Intelligence
C.    Azure AI Search indexing
D.    Azure OpenAI embeddings

Answer: B

QUESTION 16
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.    Model fine-tuning only
B.    Retrieval-Augmented Generation
C.    Reinforcement learning
D.    Image classification pipeline

Answer: B

QUESTION 17
A development team builds an Azure OpenAI application that generates business reports. The application occasionally produces incorrect facts even though the prompts are clear. The team wants to reduce inaccurate responses without retraining the model. Which approach should be used?

A.    Increase GPU capacity
B.    Implement grounding with retrieved data
C.    Reduce API request limits
D.    Replace JSON output with plain text

Answer: B

QUESTION 18
An organization wants to deploy an AI application that identifies defective products from manufacturing camera images. The company has thousands of labeled images and requires a customized model with continuous retraining capabilities. Which Azure service should be used?

A.    Azure AI Vision image analysis
B.    Azure Machine Learning
C.    Azure AI Language
D.    Azure Bot Service

Answer: B

QUESTION 19
A company uses a model-driven app across multiple departments.
A public view intended only for managers currently exposes sensitive columns and filters to all users.
The view must meet the following requirements:
– Restrict access to the specific public view to managers.
– Display only context-relevant views for other users.
You need to configure view access.
What should you do?

A.    Restrict the view by assigning it to the manager security role.
B.    Configure table-level permissions for managers only.
C.    Remove the view from the app navigation.
D.    Set up the quick find view.

Answer: A

QUESTION 20
You create a parent entity and a child entity. The parent entity has a 1:N relationship with the child entity.
You need to ensure that when the owner changes on the parent record that all child records are assigned to the new owner.
You need to configure the relationship behavior type.
What should you use?

A.    Referential, Restrict Delete
B.    Referential
C.    Restrict
D.    Parental

Answer: D