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Microsoft AB-410 Exam Syllabus Topics:

SectionWeightObjectives
Build intelligent apps with Copilot and agents30%- Integrate Copilot into canvas and model-driven apps
  • 1. Customize Copilot responses and behavior
  • 2. Configure Copilot features and prompts
- Create and manage agents with Copilot Studio
  • 1. Connect agents to data and services
  • 2. Design agent logic and conversation flows
Create a foundation for intelligent applications28%- Implement responsible AI principles
  • 1. Ensure transparency and fairness
  • 2. Apply governance and compliance rules
- Design solutions using AI-enabled tools
  • 1. Recommend environment and ALM strategies
  • 2. Evaluate built-in agents and AI capabilities
  • 3. Analyze requirements and select components
Enhance solutions with AI and automation22%- Use AI Hub models and pre-built capabilities
  • 1. Implement text, image, and document processing
  • 2. Integrate generative AI features
- Build automation with Power Automate
  • 1. Add AI actions and triggers
  • 2. Design flows using natural language
Extend and secure intelligent solutions20%- Deploy, monitor, and maintain solutions
  • 1. Monitor performance and usage
  • 2. Manage solution lifecycle
- Secure access and data
  • 1. Configure roles and permissions
  • 2. Apply data protection policies

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Microsoft Building Intelligent Applications Sample Questions (Q37-Q42):

NEW QUESTION # 37
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.

Answer: B,C,E

Explanation:
The approval must use Custom Responses - Wait for one response because the possible outcomes are Approved, Rejected, or Escalated. The standard Approve/Reject type cannot represent the required escalation response. Multiple approvers should be entered in a single approval action so the request is distributed consistently while the action completes after the first response, as required. After the approval returns, a Condition evaluates the selected response and sends the correct confirmation email or escalation path.
Creating separate approval actions in parallel would complicate cancellation and could allow several independent outcomes after the business decision has already been reached. The flow should record the responder and outcome and ensure the condition accounts for the exact custom response labels. The AB-410 Study Guide explicitly covers "manage approvals by using cloud flows," "configure cloud flow actions," and conditions. These three settings implement the response model, multi-approver distribution, and post-decision processing without waiting for remaining approvers.
Study Guide reference/topic: "Create cloud flows - Manage approvals." AB-410 Study Guide | Microsoft Learn technical reference


NEW QUESTION # 38
A company is configuring charts in a model-driven app to analyze sales opportunity data stored in Dataverse.
The solution must meet the following requirements:
* Show how total opportunity revenue changes month over month
* Display the proportion of opportunities by status for a selected view.
* Highlight the progression of opportunities through defined sales stages.
You need to recommend chart types for the app requirements.

Answer:

Explanation:

Explanation:
Revenue changes month over month: Line. Proportion by status: Pie. Progression through sales stages:
Funnel.
A line chart is designed to show a measure across an ordered time axis, so monthly total opportunity revenue should be plotted as a line to reveal direction, increases, decreases, and trend continuity. A pie chart shows each status category as a share of the selected whole, making it suitable for the proportion of opportunities by status in the current view. A funnel chart represents progressive stages in a process and makes drop-off between sales stages visible. Charts should use an appropriate aggregate, such as Sum of Estimated Revenue for the time series and Count of Opportunities for the status and stage views. The maker must also confirm that the chart is added to the model-driven app and that users have access to the underlying data. Microsoft documents line, pie, and funnel chart types for model-driven app visualizations.
Reference: https://learn.microsoft.com/en-us/power-apps/maker/model-driven-apps/create-edit-system-chart Study Guide alignment: Create intelligent applications.


NEW QUESTION # 39
A company is building a prompt about product specifications. The company plans to use the prompt in Power Automate.
The prompt must use Retrieval-Augmented Generation to ground the model with additional business information.
You need to select the available knowledge source for the prompt.
What should you use?

Answer: A

Explanation:
A Dataverse table is the best knowledge source for a Power Automate Retrieval-Augmented Generation (RAG) prompt handling product specifications.
Why Dataverse is better than PDF
Native Integration: Power Automate and Dataverse sit on the same Power Platform infrastructure.
This eliminates complex document parsing and connector lag.
Precise Grounding: AI models read structured rows and columns much more accurately than unstructured PDF layouts, tables, or multi-column text.
Real-Time Accuracy: Product specs change. Updating a Dataverse cell instantly updates the AI's knowledge. Modifying, re-uploading, and re-indexing a PDF creates version-control issues.
Accuracy: Minimizes model hallucinations because the AI reasons over discrete, low-code tabular data.
Reference:
https://microsoft.github.io/agent-academy/operative/08-dataverse-grounding/


NEW QUESTION # 40
You need to configure the Deposit column. How should you write the formula?

Answer: C

Explanation:
The Adoption Fee column is Currency, while Dataverse formula columns do not produce the Currency data type and do not support direct use of a currency column without conversion. Microsoft requires the Decimal function to convert a currency value into a supported decimal value before it participates in the formula. The correct expression is therefore `Decimal( ' Adoption Fee ' ) * 0.20`, which returns 20 percent of the current fee as a decimal result. Option C applies Decimal after multiplying the currency column, so it still attempts unsupported direct arithmetic on Currency before conversion. Option D omits the required conversion entirely. Option B is not valid Power Fx syntax for multiplying a column by a percentage. The supplied answer C has therefore been corrected to A. The Deposit formula column should use a Decimal Number result with suitable precision, and because formula columns are calculated from current row values, the deposit automatically reflects later changes to Adoption Fee. Microsoft Learn explicitly documents direct currency- column usage through `Decimal(currency column)` and notes that Currency is not a supported formula- column output type.
Reference: https://learn.microsoft.com/en-us/power-apps/maker/data-platform/formula-columns Study Guide alignment: Build business application logic and automation.


NEW QUESTION # 41
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?

Answer: D

Explanation:
To achieve this goal, you should restrict the view by assigning it to the manager security role.
Incorrect:
[Not B]
Table-level permissions (Security Roles) control access to the data rows themselves, not the user interface components like views.
Reference:
https://learn.microsoft.com/en-us/power-apps/maker/model-driven-apps/manage-view-access


NEW QUESTION # 42
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