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Microsoft AB-410 Exam Syllabus Topics:

SectionWeightObjectives
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. Analyze requirements and select components
  • 2. Evaluate built-in agents and AI capabilities
  • 3. Recommend environment and ALM strategies
- Implement responsible AI principles
  • 1. Ensure transparency and fairness
  • 2. Apply governance and compliance rules
Build intelligent apps with Copilot and agents30%- Create and manage agents with Copilot Studio
  • 1. Design agent logic and conversation flows
  • 2. Connect agents to data and services
- Integrate Copilot into canvas and model-driven apps
  • 1. Configure Copilot features and prompts
  • 2. Customize Copilot responses and behavior
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

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Microsoft Building Intelligent Applications Sample Questions (Q91-Q96):

NEW QUESTION # 91
A developer integrates Azure OpenAI into an application. The application requires protection against harmful generated content and inappropriate user prompts. Which feature should be configured?

Answer: C

Explanation:
Content filtering helps detect and block harmful prompts and generated outputs based on configured safety categories. Responsible AI applications should include safety controls throughout the lifecycle. Increasing tokens or removing system instructions does not improve safety. Disabling moderation increases risk and may violate organizational governance requirements.


NEW QUESTION # 92
You need to set up the capability to view the change history for the food type and amount. What should you set up? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Explanation:
Feature: Audit changes to its data. Table: Resident.

Food type and amount are columns on the Resident table, so Dataverse auditing must be enabled for that table and for the two relevant columns. The Audit changes to its data setting records create, update, and delete events and captures the user and time associated with audited changes. This directly supports the requirement to identify who changed the values during the preceding three months. The audit-retention policy should therefore retain records for at least that period. The Feeding table is not the correct target because the scenario explicitly states that food type and amount are stored on each Resident row. A timeline displays activities and notes but does not automatically provide field-level before-and-after history. Audit user access records access events and is not a substitute for auditing data changes. Environment-level auditing must also be enabled before table and column auditing produces history. Microsoft documents that audited changes can be retrieved with Changed By and Created On information, allowing authorized staff to determine who made each modification and when it occurred.
Reference: https://learn.microsoft.com/en-us/power-apps/developer/data-platform/auditing/retrieve-audit-data Study Guide alignment: Create a foundation for intelligent applications.


NEW QUESTION # 93
You need to resolve the issues with the canvas apps.
Which two configurations should you use? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

Answer: A,E

Explanation:
A user-defined function and a component library solve different forms of duplication in the canvas-app estate.
A user-defined function centralizes reusable Power Fx logic behind a named, parameterized function, so formulas do not need to be copied and maintained independently. A component library stores reusable canvas components that can be consumed by multiple apps and updated through a controlled component lifecycle.
That directly supports the requirement for reusable UI elements across applications. A collection is an in- memory table used during an app session, not a cross-application logic package. A context variable is screen scoped and cannot standardize behavior across apps. A named formula can centralize a reusable calculation within an app, but the question's paired requirements emphasize reusable logic and reusable UI across multiple applications; the function and component library provide the complete combination. The components should be packaged in solutions and governed through ALM so dependent apps receive tested versions. The Study Guide names "user-defined functions" and "component libraries" within its exact objective to "create reuseable components," making B and D the aligned selections.
Study Guide reference/topic: "Create canvas apps - Create reusable components." AB-410 Study Guide | Microsoft Learn technical reference
Topic 3, A. Datum CorporationA. Datum Corporation provides
verification and investigation services that are used by insurance
companies, law firms, and other organizations in the public sector.
Services include verifying an individual's background,
qualifications, and specific scenarios that require onsite visits.
The thorough work A. Datum Corporation performs results in highly accurate cases with minimal critical information missing. Because of these high-quality results, A. Datum Corporation is quickly proving itself as one of the best in the industry. In recent months, business has significantly increased, with most new business coming from high-profile companies and individuals.
Management has decided to create a new qualification verification (QV) role to help ensure that clients get the most accurate results. This role examines completed work to ensure that nothing is missed.
Data Storage and retention
* All information sent by clients for services is stored in Microsoft Dataverse with a model-driven app as the interface.
* Clients enter their data in a website, which then uses a service account to create the records in the Dataverse database.
* Team members currently have full access to all Service Request records.
Service requests
* The Service Request table includes header information about the individual or organization that is the subject of verification.
* New Service Request records are assigned to a queue. All potential users who will be performing the verifications have access to these records.
* A service request is assigned to a single user who will ensure that all qualifications are verified. This single user is the only one able to process Qualification records related to their own service requests.
* Many required tasks when performing verification services are currently done by using manual processes.
* To keep up with demand, A. Datum Corporation identifies several processes that can be replaced by using Power Automate flows to hire fewer new staff and keep costs down.
Qualification verification
* The qualification table contains details about an individual school degree, professional qualifications, and other qualifications that must be verified.
* A service request can have one or more Qualification records associated with it.
* Record status is pending verification until the initial team member finishes, at which point the member changes the status to Complete.
* When all qualification records related to a service request are verified either by manual or automated processes, the results are made available to A. Datum Corporation ' s client.
* In the rare event that results are questioned, a new service request is created and verified independently of the previous work that took place.
* To complete a service request, users perform the following actions:
o Send a templated email by using Microsoft Outlook to the client after all qualifications for a service request are checked, o Change the service request status to Completed. Currently, service requests do not indicate when all Qualification records are addressed.
Microsoft Power Platform environment
* The following environments exist: development, testing, user acceptance testing (UAT), and production.
* Managed solutions are used to move customizations from the development environment to other higher- level environments. These solutions are created and maintained by the power users and provided to internal IT for deployment when they are ready
* Two managed solutions, Verification Process Automation and Onsite Visit, share several components.
* All customizations to Power Platform components are performed by several power users who have received training and are certified as subject matter experts.
* Power users have been granted the System Administrator security role in the development environment.
* Corporate policy prohibits power users from writing code due to lack of a formal code review process.
* Internal IT will not be able to supply any development resources for this project due to a lack of staff. This means that any customizations and automation created for this project must be low-code/no-code for the power users to implement them.
* Customizations created by power users are deployed by internal IT.
Process automation
A Datum Corporation plans to establish a new QV department to verify completed work so that the quality of work is maintained. The new process for verifying professional qualifications must automate the following:
* Enter data and navigate the authority ' s website. The authority website Ul changes frequently because the company constantly improves the user experience.
* Search page contents for a specified value to determine validity.
* Update the corresponding Qualification record in Dataverse.
The new process for completing a service request must automate the following:
* Set the Service Request record status to Complete when work on all Qualification records is finished.
* Send an email to the client with the results when the service request is completed. The email must list each qualification as either Valid or Not Valid, depending on the verification.
Qualification verification
* Service request results will not be released to clients until all related Qualification records are set to a Complete status
* To check work done by a wide array of users, 10 percent of Qualification records must be double checked.
* Qualification records must be automatically assigned to a queue.
* Qualification records must be flagged with a new status field named Assigned to ensure that records are rechecked.
* Ensure that only QV team members can change the status from Assigned to In Progress to Complete.
* Record the name of the QV team member who performed the work and the date completed.
Governance and security
* All components required for the verification process must be included in a new solution.
* Corporate security requires that deployments to non-development environments must be automated using service accounts.
* User security and data access must also be consistent across environments, except for the elevated access of the power users in the development environment.
* The Onsite Visit managed solution has a table that is not in the Verification Process Automation managed solution. This table must be upgraded prior to the go-live date without the other shared components.
* A VP of sales requires a test environment to demonstrate to potential clients the security policies that are included in their initial offering.
Issues
* More employees than are required can access individual client information and continue to have access after a service request is completed.
* When users go on vacation, all their outstanding Service Request records are assigned to a substitute employee. The substitute employees are unable to see all the qualifications related to their service requests.
* Currently, testing the new QV functionality outside the development environment is not possible due to corporate security policies requiring the same security role across all environments.
* Internal IT reports that the solution import to the test environment failed because of missing dependencies related to the flow for completing service requests.


NEW QUESTION # 94
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.

Answer:

Explanation:

Explanation:
Get a row by ID (Dataverse) # Initialize the variable # Set the variable # Send an email

The flow first retrieves the customer with Get a row by ID so the email value is available as dynamic content.
It then initializes a string variable, sets that variable to the retrieved email address, and uses the variable in the Send an email action. Initialization must occur before Set, while retrieval may occur before or after initialization; the question acknowledges that more than one valid order exists. The displayed sequence is therefore valid: Get row, Initialize, Set, Send. Append to a string variable is unnecessary because only one email value is stored, and appending can unintentionally retain or concatenate content in a loop. The variable should use a clear name and the email action should handle an empty address before attempting delivery. If the value is used only once, direct dynamic content could be simpler, but the requirement explicitly asks to store it for later use. The Study Guide covers "configure cloud flow actions." This sequence establishes the source value, creates the storage container, assigns the value, and consumes it in dependency order.
Study Guide reference/topic: "Create cloud flows - Configure cloud flow actions." AB-410 Study Guide | Microsoft Learn technical reference


NEW QUESTION # 95
A company wants to evaluate whether an AI-generated answer is useful before releasing an application to production. Which activity should be performed?

Answer: C

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 # 96
......

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