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Microsoft AB-410 Exam Syllabus Topics:

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

                                                      Microsoft Building Intelligent Applications Sample Questions:

                                                      Question 1

                                                      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?

                                                      A. Restrict the view by assigning it to the manager security role.
                                                      B. Remove the view from the app navigation.
                                                      C. Configure table-level permissions for managers only.
                                                      D. Set up the quick find view.


                                                      Question 2

                                                      Case Study 2 - Fabrikam Inc
                                                      Background
                                                      Fabrikam Inc. is an energy provider that operates wind and solar farms across multiple countries and regions. The company uses Microsoft Power Platform to manage asset maintenance, technician workflows, and predictive analytics.
                                                      Field technicians use canvas apps on mobile devices to capture inspection and repair data.
                                                      Operations managers use model-driven apps to monitor asset performance and maintenance history.
                                                      The company plans to enhance its platform by introducing AI-driven insights, improving reuse across applications, and establishing a formal application lifecycle management (ALM) strategy.
                                                      Current environment
                                                      Applications
                                                      Field technicians use an outdated mobile app to log maintenance activities and capture asset readings in SharePoint Online.
                                                      Operations managers use a model-driven app to review maintenance records and asset performance trends.
                                                      Development practices
                                                      Developers build and modify applications directly in the production environment.
                                                      There is NO structured ALM process.
                                                      Solutions are NOT consistently used to package or deploy application components.
                                                      Reusable components are inconsistently implemented across apps, leading to duplication.
                                                      AI integration
                                                      Fabrikam Inc. plans to actively explore generative AI usage as part of the next phase of work.
                                                      Business requirement
                                                      Application development
                                                      The outdated mobile app must be replaced with a new app that supports responsive design principles, provides full control over the UI, and allows technicians to take and upload photos directly from their mobile devices.
                                                      The new app for the field technicians requires the name of the technician to be persisted on the home screen only. In addition, work orders must be displayed within a gallery.
                                                      All new apps must connect to a scalable, cloud-based relational data store.
                                                      Apps must support efficient data entry for technicians in the field.
                                                      Reusable UI elements must be implemented to reduce duplication.
                                                      AI capabilities
                                                      The company requires a generative AI solution to manage customer complaint responses and create custom inspection reports that align to an existing template.
                                                      Customer complaint responses must be generated in applications and based on emails being sent to a mailbox.
                                                      Custom AI development must be minimized.
                                                      Generative AI reusability
                                                      Generative AI solutions must accept dynamic inputs to adapt to different scenarios.
                                                      Generative AI solutions must be reusable across different Power Platform services.
                                                      Extensibility
                                                      Custom UI form components must be reusable across applications.
                                                      Use of server-side custom code must be minimized where possible.
                                                      Technical requirements
                                                      Application lifecycle management (ALM)
                                                      Separate environments must be used for development, testing, and production.
                                                      Solutions must be used to package application components, segmented based on functional areas.
                                                      Managed solutions must be deployed to the production environment.
                                                      Validation must occur before deployment to production.
                                                      Data processing
                                                      Aggregated values across related rows must be displayed for reporting.
                                                      Calculations must update automatically as new data is entered. Calculation data must be limited to a maximum length of 10.
                                                      Issues
                                                      Duplicate logic exists across multiple canvas apps.
                                                      Developers frequently overwrite changes in production.
                                                      Generative AI solutions produce inconsistent outputs due to missing or inconsistent inputs.
                                                      Maintenance metrics are not consistently calculated across related rows.
                                                      You need to implement the extensibility requirements.
                                                      Which two options should you use? Each correct answer presents part of the solution.
                                                      NOTE: Each correct selection is worth one point.

                                                      A. Sitemap
                                                      B. JavaScript web resource
                                                      C. Power Apps component framework control
                                                      D. Business rule
                                                      E. Plugin


                                                      Question 3

                                                      A company develops an AI chatbot using Azure OpenAI. Security administrators require that customer data must not be used to train public foundation models. Which statement correctly describes Azure OpenAI data handling?

                                                      A. Fine-tuning data becomes publicly searchable
                                                      B. Customer data remains isolated from public model training
                                                      C. All prompts are shared with external users
                                                      D. Customer prompts automatically train OpenAI public models


                                                      Question 4

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

                                                      A. Disable user feedback
                                                      B. Increase hardware resources only
                                                      C. Delete training data
                                                      D. AI evaluation and testing


                                                      Question 5

                                                      Drag and Drop Question
                                                      A company uses a cloud flow to process customer records in Dataverse.
                                                      The flow must:
                                                      - Retrieve a customer record.
                                                      - Store the customer email address for later use.
                                                      - Use the stored value in an email action.
                                                      You need to configure flow actions.
                                                      Which four actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
                                                      NOTE: More than one order of answer choices is correct. You will receive credit for any of the correct orders you select.


                                                      Solutions:

                                                      Question 1
                                                      Answer: A
                                                      Question 2
                                                      Answer: C,D
                                                      Question 3
                                                      Answer: B
                                                      Question 4
                                                      Answer: D
                                                      Question 5
                                                      Answer: Only visible for members

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