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Microsoft AB-410 Exam Syllabus Topics:

SectionWeightObjectives
Create intelligent applications25-30%- Create model-driven apps
  • 1. Build dashboards and charts
    • 2. Design forms and views
      • 3. Create apps using natural language tools
        • 4. Manage access and security roles
          - Create canvas apps
          • 1. Build apps using data sources
            • 2. Integrate Copilot Studio agents
              • 3. Use Power Fx and reusable components
                • 4. Implement error handling and testing
                  Build business application logic and automation40-45%- Business logic
                  • 1. Configure business rules and process flows
                    • 2. Evaluate business automation use cases
                      • 3. Implement calculated and formula columns
                        - AI prompts and models
                        • 1. Build prompts using AI Hub templates
                          • 2. Configure prompt inputs and knowledge sources
                            • 3. Consume AI models in apps and flows
                              - Create cloud flows
                              • 1. Use connectors and approvals
                                • 2. Implement conditions, loops, and error handling
                                  • 3. Design triggers and actions
                                    Create a foundation for intelligent applications25-30%- Build data models in Dataverse
                                    • 1. Configure relationships and constraints
                                      • 2. Configure calculated, rollup, prompt, and summary columns
                                        • 3. Create and modify tables and columns
                                          • 4. Configure forms, views, and security
                                            - Design Microsoft Power Platform solutions using AI-enabled tools
                                            • 1. Analyze requirements to identify components and implementation options
                                              • 2. Recommend extensibility options
                                                • 3. Apply ALM strategy and solution design
                                                  • 4. Recommend environment types
                                                    • 5. Evaluate built-in agents for business solutions

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                                                      The desktop Building Intelligent Applications (AB-410) practice test software is similar to the web-based AB-410 format as far as its features are concerned. But it works offline only on the Windows operating system. The offline AB-410 practice exam can be taken easily just by just installing the software on your Windows laptop or computer. All three Building Intelligent Applications (AB-410) formats of Exam-Killer are according to the latest content of the Microsoft AB-410 examination.

                                                      Microsoft Building Intelligent Applications Sample Questions (Q27-Q32):

                                                      NEW QUESTION # 27
                                                      A company wants to provide managers with visual insights into business performance data.
                                                      Managers require aggregated and visual representations of data directly within the app to be viewed in parallel with a list of rows.
                                                      You need to configure the visual representation of data.
                                                      What should you do?

                                                      Answer: D

                                                      Explanation:
                                                      Microsoft Power Apps model-driven applications support system charts that visualize aggregated Dataverse data directly within the application. System charts can display information using visualizations such as bar charts, line charts, and pie charts, depending on the data and chart configuration. Users can open the chart pane alongside a table view, allowing them to examine summarized information while reviewing the underlying records. Charts can also support interactive filtering and drill-down operations, helping managers investigate specific categories or business performance trends. System charts are reusable application components that can be included in solutions and made available to authorized users. Modifying application settings or navigation does not provide the required visualization. Although custom pages can support graphical interfaces, creating a system chart uses native model-driven app functionality and minimizes development effort.


                                                      NEW QUESTION # 28
                                                      You are implementing the Dataverse security model for an environment.
                                                      The environment has two users: User1 and User2. User1 works in the finance department and reports directly to User2.
                                                      The users must be able to perform the following:
                                                      - User1: Work only with data relevant to the finance department.
                                                      - User2: Work with the data of direct reports only and requires access to data across multiple departments.
                                                      You need to finalize the security model implementation by using the principle of least privilege at all times.
                                                      Which three actions should you perform?

                                                      Answer: A

                                                      Explanation:
                                                      Microsoft Dataverse hierarchy security extends role-based access by allowing managers to access records associated with their direct and indirect reports. Administrators configure hierarchy security through the Power Platform admin center. User1 should be associated with the finance business unit and have User2 configured as the manager. Enabling manager hierarchy security with a depth of 1 limits hierarchy-based access to direct reports rather than extending it further through the organizational reporting structure. The relevant security roles must also enforce appropriate table privileges and access levels. Microsoft documentation specifies additional business unit restrictions for manager hierarchy security: managers generally must belong to the same or a parent business unit unless supported cross-business-unit configuration is enabled. These conditions must be satisfied for the configuration to support multiple departments while maintaining least-privilege access.


                                                      NEW QUESTION # 29
                                                      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: C

                                                      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 # 30
                                                      You need to configure the Maintenance Request relationships to the other tables.
                                                      Which type of relationship behavior should you set? To answer, move the appropriate behavior types to the correct tables. You may use each behavior 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.

                                                      Answer:

                                                      Explanation:

                                                      Explanation:
                                                      Maintenance Report - Parental; Technician - Referential, Restrict Delete The Maintenance Report relationship must use Parental behavior. A report is operationally dependent on its Maintenance Request: deleting the request must delete the related report, and assigning the request to a new owner must also assign the report. Parental behavior supplies cascading behavior for operations such as Assign and Delete, which matches both requirements. The Technician relationship must use Referential, Restrict Delete. The technician is an independent master record and must not be reassigned merely because a maintenance request changes owner. Restrict Delete also protects the related record arrangement where deletion would violate an existing reference. Referential, Remove Link would clear the lookup instead of blocking the relevant deletion, so it does not meet the stated protection requirement. This decision aligns with the AB-410 Study Guide objective "configure table relationships," including selection of relationship behavior according to ownership and cascade requirements.
                                                      Study Guide reference/topic: "Build data models - Configure table relationships." AB-410 Study Guide | Microsoft Learn technical reference
                                                      Topic 1, Contoso Ltd.
                                                      Background
                                                      Contoso Ltd. is a global renewable energy provider that operates wind farms and solar installations. The company is modernizing its maintenance and operations platform. The company plans to implement a Microsoft Power Platform solution for the operations team. The implementation will include Microsoft Dataverse, a model-driven app, and Power Automate cloud flows.
                                                      The company is building and testing a new model-driven app named Operations. The solution will support operations managers, regional coordinators, and field technicians. The app must integrate with an external cloud-based system that manages onboarding of field technicians.
                                                      Contoso Ltd. plans to improve data quality and enforce consistent business logic across the app and automation processes.
                                                      Technical environment
                                                      Contoso Ltd. has an Identity and Access Management (IDAM) department that manages security. The company has one Power Platform environment named Production, where all building and configuration take place. Auditing is disabled .
                                                      The Production environment has the following security configurations:
                                                      # IDAM has a Microsoft Entra security group named Contoso Ltd. QA. This security group will assign all members a Power Apps license.
                                                      # IDAM created a Quality Assurance security role that grants read and write access to all custom tables.
                                                      # IDAM also created a team named Testers in Dataverse, of a Microsoft Entra group team type. The team is configured for the Contoso Ltd. QA security group. The Testers team is assigned the Quality Assurance security role.
                                                      Microsoft 365 environment
                                                      All Contoso Ltd. managers are included in a Microsoft 365 group named Managers. The group is NOT enabled for email. The company shares a SharePoint list with a key customer: Alpine Ski House. Alpine Ski House staff members can add new maintenance requests, which are then checked and marked as reviewed by Contoso Ltd.
                                                      Current issue:
                                                      A new QA tester joins Contoso Ltd. The IDAM department adds the new tester to the Contoso Ltd. QA security group. However , the new tester is not listed in the Testers team as a member.
                                                      Other applications:
                                                      A separate software-as a-service (SaaS) solution named TechCheck manages technician onboarding .
                                                      The TechCheck solution is set up as follows:
                                                      # TechCheck assigns a unique number named Ref to all technicians.
                                                      # Users cannot make changes to the TechCheck data model.
                                                      # Users cannot use the same TechCheck ref on more than one Technician row.
                                                      Automation requirements
                                                      Contoso plans to use Power Automate to develop a Maintenance Request Approval flow .
                                                      The flow must meet the following requirements:
                                                      Create a Maintenance Request row in Dataverse when either of the following occurs:
                                                      # An item is added to the SharePoint list by the customer with the Priority property set to High.
                                                      # Any item is checked and marked as reviewed by a Contoso Ltd. representative.
                                                      Seek maintenance request approvals from managers through both email and a Microsoft Teams message after they have been reviewed:
                                                      # Requests require approval from all managers.
                                                      # If one manager rejects the request, approval must not be granted.
                                                      # The result of the approval request must be sent to the initial reviewer in an email.
                                                      # The subject line must set the response as either Approve or Reject.
                                                      Contoso Ltd. requires the following table logic:
                                                      # If a user tries to enter a price greater than the cost on a new Asset row, the row must display an inline error message.
                                                      # If a user tries to save changes to a Technician row where the TechCheck ref column is empty, the action must be prevented and a message explaining the action must be displayed.
                                                      # Any updates made to Technician profiles in TechCheck must be mirrored in Dataverse by using a custom integration. The developers building the integration require an index for performant searches on the Technician table.
                                                      Data model and app design
                                                      Contoso Ltd. plans to use Dataverse as its central data platform. Log storage must be minimized.
                                                      Tables
                                                      The following tables are required for data modeling and the app design:
                                                      # Assets: Stores information about solar panels and wind turbines
                                                      # Maintenance Requests: Tracks issues and maintenance activities.
                                                      The table must include the following columns:
                                                      # Request ID (auto-number)
                                                      # External Request Code (text)
                                                      Assigned
                                                      Technician (lookup to Technicians)
                                                      Report (lookup to Maintenance Reports)
                                                      Technician updated (Yes/No)
                                                      Maintenance Reports: Tracks the results of maintenance reports
                                                      Technicians: Stores technician assignment data .
                                                      The table must include the following columns:
                                                      # Full Name (Text)
                                                      # Mobile phone number (Text)
                                                      # Email (Text)
                                                      # Seniority (Choice)
                                                      # TechCheck ref (Text)
                                                      Data modeling
                                                      The data model must provide the following functionality:
                                                      Maintenance Requests must:
                                                      be uniquely identifiable across systems.
                                                      have two inactive statuses, Cancelled and Duplicate.
                                                      If a new option is added to an existing set of options, it must be made available automatically for selection on all columns that use the set.
                                                      A new column named Priority must be added to multiple tables .
                                                      Users must be able to select only one option from the following set per row:
                                                      - Low
                                                      - Medium
                                                      - High
                                                      - Critical
                                                      Changes to the Technician column on Maintenance Requests must be tracked for compliance purposes. Rows must include the names of previous and current technicians and the time of the change.
                                                      Relationship requirements
                                                      One asset can be related to many maintenance requests. A maintenance request can have many assets.
                                                      A maintenance request can have only zero or one maintenance report.
                                                      Only one Technician can be related to a Maintenance Request at a time.
                                                      When a Maintenance Request is deleted, any Maintenance Reports associated with it must also be deleted, but this action should be prevented if there is value in the Technician lookup.
                                                      When a Maintenance Request is assigned to a different owner, the Maintenance Report associated with it must be reassigned to the new owner as well, but the associated Technician should stay with the current owner.
                                                      App design
                                                      The Technicians table contains the following public views:
                                                      - Senior Technicians
                                                      - Junior Technicians
                                                      The Senior Technician view must be available through the table list view selector to a set of specific users only.
                                                      A tester creates a personal view named Hot Assets on the Assets table. The tester recognizes that the view is useful for the entire testing team. The view must be made accessible to the team.


                                                      NEW QUESTION # 31
                                                      A company wants to evaluate whether an AI-generated answer is useful before releasing an application to production. Which activity should be performed?

                                                      Answer: D

                                                      Explanation:
                                                      AI evaluation measures model quality, reliability, safety, and usefulness before deployment.
                                                      Testing can include accuracy checks, responsible AI reviews, and user acceptance evaluation.
                                                      Hardware improvements may improve speed but do not guarantee better responses. User feedback is valuable for improving AI systems and should not be disabled.


                                                      NEW QUESTION # 32
                                                      ......

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