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Microsoft AB-410 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Create intelligent applications | 25-30% | - Create canvas apps
|
| Create a foundation for intelligent applications | 25-30% | - Build data models in Dataverse
|
| Build business application logic and automation | 40-45% | - Create cloud flows
|
Microsoft Building Intelligent Applications Sample Questions:
Question 1
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. Implement grounding with retrieved data
B. Increase GPU capacity
C. Replace JSON output with plain text
D. Reduce API request limits
Question 2
A developer creates an AI application requiring semantic search over millions of product descriptions. Users should find relevant products even when search terms do not exactly match stored text. Which capability is required?
A. Keyword indexing only
B. File compression
C. Vector embeddings search
D. SQL stored procedures
Question 3
A company uses Dataverse to manage customer accounts and related transaction records.
The company requires the following functionality:
- Reference a single related record without performing any
aggregations.
- Store the relationship as part of the table definition, so the
platform automatically maintains the link between records.
You need to configure a column.
Which type of column should you configure?
A. Calculated
B. Lookup
C. Formula
D. Rollup
Question 4
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. Use Power Fx.
B. Use Microsoft 365 Copilot chat.
C. Create a custom connector.
D. Configure an environment variable.
Question 5
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. Evaluate the approval outcome by using a condition.
B. Configure the approval type as Custom Responses - Wait for one response.
C. Assign multiple approvers in a single approval action.
D. Configure the approval type as Approve/Reject - First to respond.
E. Create separate approval actions for each approver in parallel branches.
Solutions:
| Question 1 Answer: A | Question 2 Answer: C | Question 3 Answer: B | Question 4 Answer: B | Question 5 Answer: A,C,D |








