Microsoft Building Intelligent Applications : AB-410 Exam

Exam Code: AB-410
Exam Name: Building Intelligent Applications
Updated: Sep 17, 2026
Q & A: 91 Questions and Answers

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Microsoft AB-410 Exam Syllabus Topics:

Section

Weight

Objectives

Topic 1: Create a foundation for intelligent applications

25-30%

- Build data models in Dataverse

1. Configure relationships and constraints
2. Create and modify tables and columns
3. Configure forms, views, and security
4. Configure calculated, rollup, prompt, and summary columns

- Design Microsoft Power Platform solutions using AI-enabled tools

1. Analyze requirements to identify components and implementation options
2. Evaluate built-in agents for business solutions
3. Apply ALM strategy and solution design
4. Recommend environment types
5. Recommend extensibility options

Topic 2: Create intelligent applications

25-30%

- Create canvas apps

1. Use Power Fx and reusable components
2. Implement error handling and testing
3. Integrate Copilot Studio agents
4. Build apps using data sources

- Create model-driven apps

1. Create apps using natural language tools
2. Build dashboards and charts
3. Design forms and views
4. Manage access and security roles

Topic 3: Build business application logic and automation

40-45%

- AI prompts and models

1. Consume AI models in apps and flows
2. Configure prompt inputs and knowledge sources
3. Build prompts using AI Hub templates

- Business logic

1. Evaluate business automation use cases
2. Configure business rules and process flows
3. Implement calculated and formula columns

- Create cloud flows

1. Implement conditions, loops, and error handling
2. Use connectors and approvals
3. Design triggers and actions

Microsoft Building Intelligent Applications Sample Questions:

Question #1

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.

Reveal Solution Discussion 0

Correct Answer:

Explanation:
Box 1: User-level access
To meet the requirement where sales representatives can only view and update records they create, you must grant User-level (Basic) write and read access via Microsoft Dataverse security roles.
Box 2: Organization-level access
To meet your requirement, sales managers must be granted Organization-level Read access (also known as Global access) through their security role for the Opportunity table in Microsoft Dataverse.
Reference:
https://learn.microsoft.com/en-us/power-platform/admin/wp-security-cds

Question #2

Drag and Drop Question
An insurance company is implementing a customer service solution in Microsoft Dataverse to track interactions and manage issue resolution. The data model includes tables for customer information, support cases, and agents.
The data model includes the following requirements:
- Link each support case to a customer.
- Provide information on the children of customers.
- Record history of agents assigned to customers.
You need to configure table relationships.
Which relationships should you use? To answer, move the appropriate relationship to the correct requirement. You may use each relationship 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.

Reveal Solution Discussion 0

Correct Answer:

Explanation:
Box 1: One-to-many
To link each support case to a specific customer in Microsoft Dataverse, you should use a One- to-many (1:N) relationship. This allows one customer (Account or Contact) to be associated with multiple support cases over time, while each individual case is linked to exactly one customer.
Box 2: One-to-many
You should use a One-to-many relationship.
Parent to Children: One customer (parent) can have multiple children.
Child to Parent: Each child belongs to only one customer (parent) in this specific structural context.
Note: Both the children parents could be customers, in which case a many-to-many relation could be considered.
Box 3: Connections
To record a history of multiple agents assigned to multiple customers over time, you should use Connections.
Tracks Historical Data: Standard Dataverse relationships (like One-to-Many) only show the current assignment. Connections let you keep a running log of past and present relationships.
Many-to-Many Behavior: An agent can be linked to many customers, and a customer can have many agents over time.
Adds Context: Connections allow you to assign "Connection Roles" (e.g., "Primary Agent,"
"Backup Agent," "Former Agent") and include start/end dates for when the agent was assigned.
Reference:
https://learn.microsoft.com/en-us/power-apps/maker/data-platform/create-edit-entity-relationships
https://learn.microsoft.com/en-us/power-apps/developer/data-platform/connection-entities

Question #3

A company develops an AI chatbot using Azure OpenAI. Security administrators require that customer data must not be used to train public foundation models. Which statement correctly describes Azure OpenAI data handling?

A. Customer prompts automatically train OpenAI public models
B. All prompts are shared with external users
C. Customer data remains isolated from public model training
D. Fine-tuning data becomes publicly searchable

Reveal Solution Discussion 0

Correct Answer: C 🗳️

Explanation: Only visible for VCEEngine members. You can sign-up / login (it's free).

Question #4

Hotspot Question
A company runs Power Automate cloud flows in production.
You observe many duplicate executions and 401 error codes when you review the flow runs.
You need to resolve the errors.
How should you address each error? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Reveal Solution Discussion 0

Correct Answer:

Explanation:
Box 1: Reauthenticate connection
A 401 (Unauthorized) error in production typically means a connection's authentication token is expired, the account lacks permissions, or a password change invalidated the OAuth token. To restore the flow, fix the underlying connection.
How to Fix Authentication Failures
1. Check Run History: In the Power Automate Run History, open the failed flow run to identify exactly which action is returning the 401 error.
*-> 2. Re-authenticate the Connection
Box 2: Enable concurrency control
To fix duplicate executions in production Power Automate cloud flows, you should Enable concurrency control and set the limit to 1.
The Root Cause: Duplicate executions usually happen when an upstream system sends multiple rapid requests, or a trigger fires twice before the first run finishes.
The Solution: Enabling concurrency control with a limit of 1 forces the flow to process only one run at a time. Subsequent triggers are queued up orderly, preventing overlapping actions and race conditions.
Reference:
https://learn.microsoft.com/en-us/troubleshoot/power-platform/power-automate/flow-run-issues/triggers-troubleshoot

Question #5

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

Reveal Solution Discussion 0

Correct Answer: A 🗳️

Explanation: Only visible for VCEEngine members. You can sign-up / login (it's free).

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