Microsoft AB-410 : Building Intelligent Applications

  • Exam Code: AB-410
  • Exam Name: Building Intelligent Applications
  • Updated: Sep 10, 2026
  • Q & A: 91 Questions and Answers

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About Microsoft AB-410 Exam

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Microsoft AB-410 Exam Syllabus Topics:

SectionObjectives
Governance and application lifecycle management- Responsible AI and ALM
  • 1. Implement responsible AI practices
  • 2. Manage application lifecycle and deployment
  • 3. Apply governance and security controls
Build intelligent applications on Microsoft Power Platform- Application development
  • 1. Create AI-powered business applications
  • 2. Integrate AI models into applications
Embed agents and AI experiences- Agent integration
  • 1. Embed Copilot Studio agents into applications
  • 2. Build agent-first user experiences
Design intelligent applications with Copilot and natural language- AI-first application design
  • 1. Use Copilot capabilities to design solutions
  • 2. Leverage natural language experiences in application development
Implement automation and orchestration- Process automation
  • 1. Coordinate apps, agents, and AI models
  • 2. Automate business workflows

Microsoft Building Intelligent Applications Sample Questions:

Question #1

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. Use a real-time workflow to update the value.
  • C. Create a formula column.
  • D. Use a plugin to calculate.
Answer: C

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Question #2

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.

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

Question #3

A company wants to reduce the cost of calling a large language model while maintaining acceptable response quality for simple requests. Which strategy should be considered?

  • A. Increase token limits everywhere
  • B. Disable caching
  • C. Use smaller models for suitable workloads
  • D. Send duplicate requests
Answer: C

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Question #4

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.

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

Question #5

A company is designing a Power Platform solution that includes a model-driven app used by customer service representatives to manage support cases.
The company is evaluating which solution component to include in the app. The solution must meet the following requirements:
- Users must interact with system-generated responses while working
within forms and views.
- Responses must reflect the current data and context in the app.
- Users must remain within the app while interacting with the solution.
You need to recommend solution components for the app.
Which two components should you recommend? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.

  • A. App assistant agent
  • B. Copilot Studio agent
  • C. Business rules
  • D. Smart assist
Answer: A,B

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