Free Microsoft AB-410 Practice Test & Real Exam Questions

  • Exam Code/Number: AB-410
  • Exam Name/Title: Building Intelligent Applications
  • Certification Provider: Microsoft
  • Corresponding Certification: Microsoft Certified: Dynamics 365 Sales AI Consultant Associate
  • Exam Questions: 91
  • Updated On: Sep 18, 2026
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?
Correct Answer: A Vote an answer
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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.
Correct Answer:

Explanation:
Box 1: Configure a stacked column chart.
To show how each sales stage contributes to the total pipeline for each sales region, you need to create a Stacked Column or Stacked Bar chart on the Opportunities table and add it to a dashboard.
Box 2: Select the chart for the table in the app designer
To ensure the newly created chart is available to sales managers in the model-driven app, you must select the chart for the table in the app designer.
In Power Apps model-driven apps, assets like tables, views, forms, and charts are not automatically included in an app just because they exist in the Dataverse environment.
The App Designer Rule: You must explicitly check the box next to your new chart under the Opportunity table components within the App Designer. If it is not selected there, users will not be able to see or interact with it inside that specific app.
The Dashboard Component: When you add a chart component to a dashboard, you also configure its properties. While "Enable Display Chart selection" allows users to toggle between different charts on the dashboard, the chart itself must still be a part of the app's included components to function correctly.
Box 3: Set the Default View
To set the "My Open Opportunities" dataset as the default view when your dashboard loads, you must configure the Default View property for the list or chart component within the dashboard designer.
Box 4: Clear display Chart selection
To meet this requirement, you must clear the "Show chart selection" checkbox in the dashboard component properties within the Power Apps app designer. This action locks the specific chart to the dashboard visual and prevents sales managers from changing it at runtime.
Reference:
https://learn.microsoft.com/en-us/dynamics365/sales/opportunity-pipeline-view-for-admins
https://learn.microsoft.com/en-us/power-apps/maker/model-driven-apps/set-properties-chart-list-included-dashboard
Drag and Drop Question
A company develops and deploys AI-enabled Power Platform solutions across multiple environments. Environment access is controlled through security groups.
The development team requires Power Platform environments to store, manage, and share the solutions across the company.
All developers require access to the same environment. The environment must be subject to ALM controls.
You need to set up the environments.
Which environment types should you use? To answer, move the appropriate environment types to the correct requirements. You may use each environment type 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.
Correct Answer:

Explanation:
Box 1: Sandbox
The environment type needed to build and validate new features is a Sandbox environment.
Security Group Control: You can assign Microsoft Entra security groups to Sandbox environments to manage and restrict user access. By contrast, standard Developer environments do not support the assignment of security groups.
Shared Developer Space: The scenario specifies that all developers require access to the same environment to store and share solutions. A standard Developer environment is intended for individual/personal use and cannot be shared with other makers.
ALM Controls: A Sandbox environment is fully isolated and acts as the perfect non-production stage to enforce strict Application Lifecycle Management (ALM) controls, solution checking, and automated pipelines before code reaches Production.
Box 2: Production
To host stable business workloads, a Production environment is needed.
Business Workload Capability: A Production environment is specifically designed and optimized to run live, mission-critical applications and automated workflows securely and at scale for end users.
Strict Security Control: Unlike certain types like Developer environments (which do not support security group assignments), a Production environment allows administrators to restrict access precisely using dedicated security groups.Application Lifecycle Management (ALM): It perfectly supports ALM controls by serving as the final destination for stable, managed solutions that are imported from upstream development or testing stages.
Reference:
https://learn.microsoft.com/en-us/power-platform/admin/control-user-access
Drag and Drop Question
You are designing a data model for a company. The model uses only standard Microsoft Dataverse tables.
You must extend the existing Accounts and Contacts tables to support the following business requirements:
- Store an additional classification value on the Accounts table.
- Add a field that indicates a customer's engagement tier on the
Contacts table.
- Create a mechanism to improve lookup performance and ensure
uniqueness across selected fields.
You need to modify the tables to support the business requirements.
Which components should you use? To answer, move the appropriate components to the correct requirements. You may use each component 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.
Correct Answer:

Explanation:
Box 1: Choice column
You should use a Choice column (formerly known as an Option Set).
This column type allows you to define a static list of predefined classification values (e.g., "Tier 1",
"Tier 2", or "VIP") that users can select from a drop-down menu on the Account table/entity reference (Microsoft Dataverse).
Predefined List: A classification value implies choosing from a fixed, standard set of options (e.g., Gold/Silver/Bronze or VIP/Standard).
Native Feature: Choice columns allow users to select one or more values from a dropdown menu.
Low Overhead: They do not require creating or maintaining separate tables.
Box 2: Customer column
Box 3: Alternate key
You should use an Alternate key.
An alternate key in Microsoft Dataverse allows you to define a unique business key made of one or more columns. When you create an alternate key, the platform automatically generates a database index to enforce uniqueness and significantly optimize lookup performance.
Reference:
https://learn.microsoft.com/en-us/power-apps/developer/data-platform/define-alternate-keys-entity
A company builds a canvas app for support agents to enter customer notes and generate a summarized response by using a custom prompt.
The company requires the following functionality built into the prompt:
- Generate the summary immediately when the agent selects a button in
the app.
- Supply current user-entered data to the prompt.
You need to execute the prompt.
Which two actions should you perform? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
Correct Answer: B,D Vote an answer
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A company wants an AI assistant to summarize confidential legal documents. The solution must ensure that only authorized employees can access specific document content during retrieval.
Which security mechanism should be configured?
Correct Answer: D Vote an answer
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An accounting team is assigned to a model-driven app to manage financial data.
The app is currently visible in the app launcher but inaccessible to the accounting team.
Users must be able to:
- Open the app.
- Access and record financial data.
You need to resolve the access issues.
What should you do?
Correct Answer: D Vote an answer
Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).
A company is designing an AI-enabled solution to help employees review and evaluate customer requests.
The company requires an AI summary to be generated at runtime by using instructions provided by the company, including tone, structure, and required data fields. The Prompt control will use these instructions on Power Apps forms across multiple tables.
You need to store the instructions.
Which component should you use?
Correct Answer: D Vote an answer
Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).
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 in the review screen.
You administer the Microsoft 365 and Microsoft Power Platform environments for Contoso, Ltd.
The company has a model-driven app that is used to track customer interactions with employees.
The app uses standard table types for customers. A user named Elisabeth Rice signs in to the app by using the following sign in name: [email protected].
After marriage, Elisabeth changes her legal name to Elisabeth Mueller.
You need to update the sign in name for the user without losing any application history.
Solution: Ask the Microsoft 365 administrator to sign in to the admin portal and change the user name.
Does the solution meet the goal?
Correct Answer: B Vote an answer
Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).
Drag and Drop Question
A company uses a business process flow to manage case resolution.
The business process flow has the following requirements:
- Users must complete required data before progressing to the next
stage.
- Before exiting a stage, a background process must create an approval, assign it to the record owner, and send the approval by using Microsoft Teams.
- Mandatory data entry enforcement must be part of only the business
process flow itself.
You need to enforce the stage progression requirements.
How should you configure the business process flow? 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.
Correct Answer:

Explanation:
Box 1: Set the data step as required
To enforce mandatory data entry before a user can progress to the next stage of a Business Process Flow (BPF), you must use Data Steps marked as Required within the BPF designer itself.
Box 2: Add a Power Automate cloud flow
You should configure a Power Automate cloud flow triggered by a Dataverse row modification on the Business Process Flow (BPF) entity table, specifically filtering for when the Active Stage (_activestageid_value) changes.
Reference:
https://learn.microsoft.com/en-us/power-automate/business-process-flows-overview