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| Section | Objectives |
|---|---|
| Topic 1: Build intelligent applications on Microsoft Power Platform | - Application development
|
| Topic 2: Implement automation and orchestration | - Process automation
|
| Topic 3: Design intelligent applications with Copilot and natural language | - AI-first application design
|
| Topic 4: Embed agents and AI experiences | - Agent integration
|
| Topic 5: Governance and application lifecycle management | - Responsible AI and ALM
|
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NEW QUESTION # 63
A company builds a canvas app to display and manipulate large datasets across multiple screens.
Users report the app takes a long time to load data when opened.
You need to optimize performance when the app is started.
What are three actions you can perform? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
Answer: A,B,C
Explanation:
To optimize the startup performance of a Canvas app handling large datasets, you must focus on reducing the initial data payload and parallelizing operations.Here are three high-impact steps you can take:
[B] Remove data retrieval calls from App.OnStart:
Heavy data loading in App.OnStart blocks the app from rendering, forcing users to stare at a loading screen. Moving these calls to the OnVisible property of the first screen allows the UI to load immediately while data fetches in the background.
[D] Enable Concurrent Data Loading
By default, Power Apps loads data sources sequentially. You can use the Concurrent function in the App.OnStart or App.StartScreen property to load multiple collections or data sources at the exact same time. This dramatically reduces initial wait times.
[E] Use the ClearCollect() function to cache data: Storing large, frequently accessed datasets locally in a collection prevents the app from making repeated, slow network calls to the data source across multiple screens.
Reference:
https://learn.microsoft.com/en-us/power-apps/guidance/coding-guidelines/code-optimization
NEW QUESTION # 64
A company is using a model-driven app to process orders. The company uses a custom integration to add orders to Microsoft Dataverse from two separate point-of-sale solutions.
Order numbers are stored in a column on an Order table named Number. The order numbers are prefixed with the value POS1- or POS2- depending on which point-of-sale system they originated from.
The company creates a calculated text column to store the clean order number. The clean order number must remove the point-of-sale system prefix.
You need to configure the action on the calculated column.
Which formula should you use?
Answer: A
Explanation:
To remove the point-of-sale system prefix, you should use the TRIMLEFT formula.
The exact configuration requires passing the Number column as the first parameter and the number of characters to remove (5) as the second parameter: TRIMLEFT(Number, 5).
Reference:
https://learn.microsoft.com/en-us/power-apps/maker/data-platform/define-calculated-fields
NEW QUESTION # 65
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.
Answer: A,C
Explanation:
To configure this project, you need to select the following two actions: Create the column by using the prompt data type and Define a prompt that references the case fields.
Create the column by using the prompt data type: Microsoft Dataverse includes an "AI-generated text" column type (powered by GPT) which uses the prompt data type. This allows you to generate automated text summarizing multiple columns based on a specific template without needing manual data reviews.
Define a prompt that references the case fields: To ground the AI model and include the context of the current record, you must author a prompt instruction that dynamically injects the specific case columns (like description, priority, and status) into the prompt body.
Reference:
https://learn.microsoft.com/en-us/power-apps/maker/data-platform/prompt-column
NEW QUESTION # 66
You need to create the new app based on the requirements.
Which configurations should you use? To answer, move the appropriate configurations to the correct requirements. You may use each configuration 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:
Technician name on one screen - Context variable; Work orders - Collection; Logic statements - Named formula
A context variable should hold the technician's name because the value is required only on the home screen.
Context variables are screen scoped, which limits the state to the place where it is needed and avoids creating wider application dependencies. A collection is the correct structure for work orders because it stores a table of records that a gallery can enumerate, filter, and display. A named formula is appropriate for reusable logic statements that should be calculated consistently without imperatively setting a variable. The original answer image selects a global variable for the technician name, but that scope is broader than required; the image is retained unchanged while the verified mapping uses Context variable. A global variable is appropriate when a scalar value must be available across screens, not when the requirement explicitly limits persistence to one screen. The app should also avoid loading an unnecessarily large work-order collection and should delegate filtering to the data source where possible. The Study Guide directly lists "manage variables and collections" and "named formulas" under Create canvas apps. The verified mapping applies each state mechanism at its intended scope and data shape.
Study Guide reference/topic: "Create canvas apps - Manage variables and collections; Create reusable components." AB-410 Study Guide | Microsoft Learn technical reference
Topic 2, 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 # 67
A company builds a canvas app for support agents to enter customer notes and generate a summarized response by using a custom prompt.
The company requires the following functionality built into the prompt:
# Generate the summary immediately when the agent selects a button in the app.
# Supply current user-entered data to the prompt.
You need to execute the prompt.
Which two actions should you perform? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.
Answer: A,C
Explanation:
The app should pass the current user-entered values as prompt parameters and invoke the prompt directly from the button's Power Fx logic. Parameters ensure that the generated summary is grounded in the text currently displayed in the app rather than stale or hard-coded data. Direct invocation from the button provides the immediate interactive behavior required by the scenario. A cloud flow can also consume a prompt, but it adds an orchestration layer that is unnecessary when the requirement is limited to a synchronous canvas-app interaction. Publishing the prompt is part of making a completed component available, but it does not execute the prompt or provide the current input. Updating general app settings is unrelated. The button formula should validate blank content, handle errors, and place the returned summary in a variable or control only after a successful response. The prompt's inputs and output should be typed and tested for expected maximum lengths. The Study Guide explicitly includes "add inputs to a prompt" and "consume a prompt in apps." Options B and C meet those two runtime responsibilities.
Study Guide reference/topic: "Create prompts and models in AI Hub - Consume a prompt in apps." AB-410 Study Guide | Microsoft Learn technical reference
NEW QUESTION # 68
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