Exam Name: Building Intelligent Applications
Certification Provider: Microsoft
Corresponding Certification: Microsoft Certified: Dynamics 365 Sales AI Consultant Associate
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Microsoft AB-410 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Implement automation and orchestration | - Process automation
|
| Topic 2: Governance and application lifecycle management | - Responsible AI and ALM
|
| Topic 3: Build intelligent applications on Microsoft Power Platform | - Application development
|
| Topic 4: Embed agents and AI experiences | - Agent integration
|
| Topic 5: Design intelligent applications with Copilot and natural language | - AI-first application design
|
Microsoft Building Intelligent Applications Sample Questions:
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
Correct Answer: B 🗳️
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A company wants an AI assistant to summarize confidential legal documents. The solution must ensure that only authorized employees can access specific document content during retrieval.
Which security mechanism should be configured?
- A. Role-based access control with filtered retrieval
- B. Disable authentication
- C. Remove document metadata
- D. Increase model temperature
Correct Answer: A 🗳️
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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.
- A. Calculated
- B. Formula
- C. Prompt
- D. BigInt
Correct Answer: A,B 🗳️
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Drag and Drop Question
You are designing a data model for a company. The model uses only standard Microsoft Dataverse tables.
You must extend the existing Accounts and Contacts tables to support the following business requirements:
- Store an additional classification value on the Accounts table.
- Add a field that indicates a customer's engagement tier on the
Contacts table.
- Create a mechanism to improve lookup performance and ensure
uniqueness across selected fields.
You need to modify the tables to support the business requirements.
Which components should you use? To answer, move the appropriate components to the correct requirements. You may use each component 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.
Correct Answer:
Explanation:
Box 1: Choice column
You should use a Choice column (formerly known as an Option Set).
This column type allows you to define a static list of predefined classification values (e.g., "Tier 1",
"Tier 2", or "VIP") that users can select from a drop-down menu on the Account table/entity reference (Microsoft Dataverse).
Predefined List: A classification value implies choosing from a fixed, standard set of options (e.g., Gold/Silver/Bronze or VIP/Standard).
Native Feature: Choice columns allow users to select one or more values from a dropdown menu.
Low Overhead: They do not require creating or maintaining separate tables.
Box 2: Customer column
Box 3: Alternate key
You should use an Alternate key.
An alternate key in Microsoft Dataverse allows you to define a unique business key made of one or more columns. When you create an alternate key, the platform automatically generates a database index to enforce uniqueness and significantly optimize lookup performance.
Reference:
https://learn.microsoft.com/en-us/power-apps/developer/data-platform/define-alternate-keys-entity
A developer needs an AI model to classify incoming emails into categories such as billing, technical support, and complaints. The categories are predefined and training examples are available. Which machine learning approach is appropriate?
- A. Clustering model
- B. Classification model
- C. Regression model
- D. Reinforcement learning model
Correct Answer: B 🗳️
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