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

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Microsoft Building Intelligent Applications Sample Questions (Q68-Q73):

NEW QUESTION # 68
A company uses a Dataverse table to manage support cases.
You must provide employees with a summary of case information derived from multiple columns without requiring a manual review of the data.
The solution has the following requirements:
# Generate a case summary following the given instructions.
# Include the context of the current record in the generated output.
You need to configure the solution.
Which two actions should you perform? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

Answer: B,D

Explanation:
The maker should define a prompt that references the support-case fields and create the destination column with the Prompt data type. The prompt contains the instructions for producing the case summary and declares the record inputs needed to ground that output. The prompt column then makes the generated summary available in the Dataverse/model-driven app context for the current row. A formula column performs deterministic Power Fx computation and cannot generate a natural-language summary from multiple fields. A business rule can set or validate values, but it does not invoke a generative model. The prompt should limit inputs to the approved columns, specify the required structure, and handle empty or contradictory case data so the generated content remains useful. Security on the source fields must still be respected, because an AI- generated summary must not become a route around restricted data. The AB-410 Study Guide lists "configure prompt columns" under Build data models and "add inputs to a prompt" under AI Hub. Options A and D supply the instruction definition and the Dataverse column behavior required for record-context generation.
Study Guide reference/topic: "Build data models - Configure prompt columns." AB-410 Study Guide | Microsoft Learn technical reference


NEW QUESTION # 69
A developer creates an intelligent document processing solution that extracts invoice numbers, vendor information, and payment totals from scanned PDF files. The documents have different layouts depending on the supplier. The solution should minimize manual model training while supporting structured extraction. Which service should be selected?

Answer: A

Explanation:
Azure AI Document Intelligence is specifically designed for extracting structured information from documents with varying layouts. It provides prebuilt and custom models for invoices, receipts, and forms. OCR only extracts text without understanding document structure. Azure AI Search and embeddings improve retrieval scenarios but do not directly perform document field extraction.


NEW QUESTION # 70
A company tracks order processing duration using a model-driven app.
The company requires a system that provides the following functionality:
# The age of the order, based on the created date, must be displayed on forms and views.
# The value must update dynamically when viewed without storing the result.
# The value must NOT be stored in the database.
You need to configure the column types.
Which two column types should you use? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

Answer: A,D

Explanation:
Both Formula and Calculated columns can expose a value derived from other Dataverse data without requiring users to store and maintain the result manually. A formula column uses Power Fx and is evaluated from its referenced columns when the value is retrieved. This is suitable for calculating order age from Created On and the current date, subject to the supported Power Fx functions and data types. A classic calculated column also derives its read-only value from a defined expression and can use date-difference functions for an age calculation. BigInt is a stored numeric data type; it would require another process to keep the value current. A Prompt column generates AI content and is unrelated to a deterministic elapsed-time calculation. The important design distinction is that a dynamic age should not be written as ordinary row data, because it becomes stale as time passes. Formula or calculated behavior keeps the displayed result tied to the source expression. The AB-410 Study Guide expressly lists "configure calculated, rollup, and formula columns," making A and B the two relevant low-code column types.
Study Guide reference/topic: "Implement business and process logic - Configure calculated, rollup, and formula columns." AB-410 Study Guide | Microsoft Learn technical reference


NEW QUESTION # 71
You are building a model-driven app that uses a Microsoft Dataverse table named Accounts. Sales representatives use the app to manage customer records.
Sales representatives report that too many records are displayed, including inactive and unrelated accounts where the sales representative isn't the record owner.
You need to ensure only relevant records are displayed for the users.
What are two ways to complete the goal? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.

Answer: B,C

Explanation:
Security-role-based view access and view filters address different parts of the record-display problem. A view filter constrains the rows returned-for example, Status equals Active and Owner equals Current User-so inactive or unrelated accounts do not appear. Security roles can restrict which public views are available to particular audiences, preventing users from selecting a broader view that was not designed for them. Defining view columns only changes which fields are shown; it does not reduce the number of records. App settings do not provide the row-specific query criteria. Configuring a status column supplies data that a filter can test but does not itself filter the view. Dataverse row-level privileges remain the security boundary: a filtered view improves relevance but should not be treated as protection against access through another query or API. The role should therefore also implement the intended record access depth. The AB-410 Study Guide covers
"create and configure views," "configure access to forms and views," and "configure security." Options C and E combine audience-appropriate view availability with the query criteria needed to show the relevant records.
Study Guide reference/topic: "Create model-driven apps - Create and configure views." AB-410 Study Guide | Microsoft Learn technical reference


NEW QUESTION # 72
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: Elisabeth.Rice@contoso.com. 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: From Dynamics 365 Settings, select Email Configuration. In the active mailbox for the user, update the name .
Does the solution meet the goal?

Answer: B

Explanation:
Updating the active mailbox name under Dynamics 365 email configuration does not change the user's sign- in name. A mailbox row stores email-processing configuration associated with a user or queue; it is not the authority for Microsoft 365 credentials or the Microsoft Entra user principal name. Changing mailbox details would therefore leave Elisabeth.Rice@contoso.com as the actual identity used for authentication and would not satisfy the legal-name sign-in requirement. The existing Microsoft 365 account must be renamed by an identity administrator so the same directory object is preserved. Dataverse can then synchronize the updated identity while retaining row ownership, security associations, and historical activities. Mailbox settings may need review afterward if the primary SMTP address changes, but that is a follow-up configuration rather than the identity change itself. The Study Guide's audience profile explicitly describes collaboration with environment and security administrators for identity and authentication, and "configure security" remains part of Build data models. Since the proposed mailbox-only change acts on the wrong component, the correct answer is No.
Study Guide reference/topic: "Build data models - Configure security." AB-410 Study Guide | Microsoft Learn technical reference


NEW QUESTION # 73
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