Microsoft AB-410 : Building Intelligent Applications

  • Exam Code: AB-410
  • Exam Name: Building Intelligent Applications
  • Updated: Aug 22, 2026   Q&As: 91 Questions and Answers

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Microsoft AB-410 Exam Syllabus Topics:
SectionWeightObjectives
Topic 1: Create a foundation for intelligent applications25-30%- Build data models in Dataverse
  • 1. Configure forms, views, and security
    • 2. Create and modify tables and columns
      • 3. Configure calculated, rollup, prompt, and summary columns
        • 4. Configure relationships and constraints
          - Design Microsoft Power Platform solutions using AI-enabled tools
          • 1. Recommend extensibility options
            • 2. Recommend environment types
              • 3. Apply ALM strategy and solution design
                • 4. Analyze requirements to identify components and implementation options
                  • 5. Evaluate built-in agents for business solutions
                    Topic 2: Create intelligent applications25-30%- Create model-driven apps
                    • 1. Build dashboards and charts
                      • 2. Manage access and security roles
                        • 3. Design forms and views
                          • 4. Create apps using natural language tools
                            - Create canvas apps
                            • 1. Use Power Fx and reusable components
                              • 2. Build apps using data sources
                                • 3. Implement error handling and testing
                                  • 4. Integrate Copilot Studio agents
                                    Topic 3: Build business application logic and automation40-45%- Create cloud flows
                                    • 1. Implement conditions, loops, and error handling
                                      • 2. Design triggers and actions
                                        • 3. Use connectors and approvals
                                          - AI prompts and models
                                          • 1. Configure prompt inputs and knowledge sources
                                            • 2. Consume AI models in apps and flows
                                              • 3. Build prompts using AI Hub templates
                                                - Business logic
                                                • 1. Configure business rules and process flows
                                                  • 2. Implement calculated and formula columns
                                                    • 3. Evaluate business automation use cases
                                                      Microsoft Building Intelligent Applications Sample Questions:

                                                      1. 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) Assign multiple approvers in a single approval action.
                                                      B) Configure the approval type as Custom Responses - Wait for one response.
                                                      C) Evaluate the approval outcome by using a condition.
                                                      D) Create separate approval actions for each approver in parallel branches.
                                                      E) Configure the approval type as Approve/Reject - First to respond.


                                                      2. 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?

                                                      A) Azure AI Search indexing
                                                      B) Azure AI Document Intelligence
                                                      C) Azure AI Vision OCR
                                                      D) Azure OpenAI embeddings


                                                      3. A developer builds a chatbot that must remember previous messages during a user session.
                                                      Which component is responsible for maintaining conversational context?

                                                      A) Image recognition model
                                                      B) Data compression layer
                                                      C) Network firewall
                                                      D) Conversation state management


                                                      4. An organization deploys an AI application handling customer information. The company must ensure transparency regarding AI-generated decisions and provide explanations to users. Which responsible AI principle applies?

                                                      A) Data duplication
                                                      B) Compression efficiency
                                                      C) Hardware optimization
                                                      D) Transparency


                                                      5. 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.

                                                      A) Configure a business rule to populate the field automatically.
                                                      B) Configure a formula column to generate the response text.
                                                      C) Define a prompt that references the case fields.
                                                      D) Create the column by using the prompt data type.


                                                      Solutions:

                                                      Question # 1
                                                      Answer: A,C,E
                                                      Question # 2
                                                      Answer: B
                                                      Question # 3
                                                      Answer: D
                                                      Question # 4
                                                      Answer: D
                                                      Question # 5
                                                      Answer: C,D

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