AB-410 Practice Questions 2 — 50 Questions

Question 1

You are building a Power Automate flow that uses an AI Builder document processing model to extract data from invoices. The flow must handle cases where the model's confidence score is below a threshold. Which two actions should you include in the flow? (Choose two.)

Choose an answer to begin — your selection is scored in the full session.

Accepted Answer

Use the 'Condition' action to check if the confidence score is below the threshold.. To handle low-confidence extractions, you need to evaluate the confidence score and then take action. The 'Condition' action checks if the score is below the threshold, and the 'Send an email' action notifies a reviewer. Together, they implement the required logic. Logging, terminating, or looping do not directly handle the case but may be supplementary.

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Use the 'Create a record' action in Dataverse to log the low-confidence document.

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Use the 'Terminate' action to stop the flow when confidence is low.

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Use the 'Apply to each' action to iterate over all extracted fields.

Question 2

You are building a canvas app that displays a list of products from a Dataverse table. You want to show the total price of all products in a label. Which function should you use in the label's Text property?

Accepted Answer

Sum(Products, Price). To display the total price of all products, the label must aggregate the Price column across all records. The Sum function performs this addition. Other aggregate functions like Average, CountRows, and Max return different metrics and would not produce the total price.

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Average(Products, Price)

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Max(Products, Price)

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CountRows(Products)

Question 3

You are creating a model-driven app for a property management company. The app must include a custom page that displays a map of all properties using a third-party JavaScript mapping library, and this page must appear in the main site map alongside standard table views. Which approach should you use to add this custom page?

Accepted Answer

Create a canvas app and embed it as a custom page in the model-driven app, then add the page to the app's navigation.. Custom pages allow you to embed a canvas app inside a model-driven app, giving you the flexibility of canvas controls while keeping the model-driven navigation and security model. You can add the custom page to the app's site map, making it accessible alongside table views. This is the recommended approach for custom UI such as a map.

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Build a separate Power Apps portal and link to it from the model-driven app's navigation using a URL.

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Add a web resource of type HTML to a table form and configure the form as the app's default page.

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Create a Power BI report with a map visual and embed it in the model-driven app using a dashboard.

Question 4

You need to ensure that an AI model only processes documents from a specific language. Where do you validate this?

Accepted Answer

In a flow Condition action. Language validation for an AI model's input is enforced at runtime in the flow, typically with a Condition action that checks the detected or declared language before the document is passed to the model. This gates processing so only documents in the target language proceed.

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In the model's training set

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In the AI Hub settings

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In the Copilot manifest

Question 5

You are creating a canvas app that displays a list of products. You want the app to show a warning icon next to any product whose stock quantity is below 10. The gallery already has an Image control. What should you set the Visible property of the Image control to?

Accepted Answer

ThisItem.Stock < 10. Inside a gallery, each control is bound to a row, and ThisItem exposes that row's fields. Using ThisItem.Stock < 10 in the Visible property evaluates per row, so the warning icon appears only for products with stock below 10. Other approaches either evaluate globally or reference the wrong scope.

Answer

First(Products).Stock < 10

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CountRows(Products) < 10

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Stock < 10

Question 6

You are building a canvas app that submits new rows to a Microsoft Dataverse table from a form. Users report that duplicate rows appear when they click Save twice quickly. You must prevent duplicate submissions while preserving the form's normal submit behavior. What should you do?

Accepted Answer

Wrap the SubmitForm call in an If statement that checks a local variable flag, sets the flag before SubmitForm, and resets it in the form's OnSuccess property.. Guarding SubmitForm with a local variable that is set before the call and cleared in OnSuccess prevents the second rapid click from starting another submission. The flag is evaluated synchronously in the button's OnSelect, so the second event sees it as true and skips the submit. Resetting in OnSuccess keeps the button usable for the next record.

Answer

Set the form's OnSuccess property to call ResetForm and set the button's OnSelect to Notify with a success message.

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Set the SubmitForm button's DisplayMode to Disabled when the form's Unsaved property is false.

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Add a unique constraint on the Dataverse table and rely on the error returned by SubmitForm to block the duplicate.

Question 7

Which tool would you use to create a Prompt template that extracts information from a document?

Accepted Answer

AI Builder Prompt builder. AI Builder's Prompt builder is the dedicated tool for creating prompt templates that use natural language instructions to extract, summarize, or generate information from documents and other inputs. It lets you define a prompt, select a model, and test it against sample data, then use the resulting prompt in Power Automate or Power Apps. This is exactly the tool for building a document-information-extraction prompt.

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Power Apps Studio

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Flow designer

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Dataverse form designer

Question 8

Which type of relationship is required to allow multiple 'Contacts' to be associated with multiple 'Accounts'?

Accepted Answer

Many-to-Many. A Many-to-Many (N:N) relationship in Dataverse is designed for scenarios where records on both sides can be associated with multiple records on the other side — exactly the case for multiple Contacts linked to multiple Accounts. Dataverse implements N:N relationships using an intersect table that stores the pairings.

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Many-to-One

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One-to-Many

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Parental

Question 9

You are building a canvas app that uses a Microsoft Copilot Studio agent to classify incoming support emails and route them. You need the classification to be reliable and the routing to be testable before release. Which two actions should you perform? (Choose two.)

Accepted Answer

Define the agent's output as a fixed set of category values and validate the returned value against that list in the app.. Reliable classification requires constraining the agent to a known category set and validating responses before they drive routing, plus testing with representative and ambiguous emails to confirm outcomes. Together these make the behavior predictable and verifiable, while unconstrained or unvalidated output leaves routing brittle.

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Increase the agent's creativity setting so it can invent new categories when none fit.

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Use the agent's raw text response directly as the routing key in an If expression.

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Hard-code the category list in the routing expression and skip validating the agent's response.

Question 10

You are designing a Dataverse data model for a field service application. A dispatcher must be able to assign a work order to exactly one technician, but a technician can be assigned many work orders over time. The work order table already exists and the technician table already exists. You need to add the relationship that enforces this business rule with the least administrative effort. What should you create?

Accepted Answer

A one-to-many relationship from the technician table to the work order table, with a lookup column on the work order table.. The business rule describes classic one-to-many cardinality: one technician is associated with many work orders, and each work order carries a single technician reference. Modeling it as a one-to-many relationship anchored on the technician table and adding the lookup on the work order table satisfies the rule directly. Many-to-many and reversed or self-referential designs either permit invalid assignments or cannot span the two tables.

Answer

A self-referential relationship on the work order table that links each work order to its assigned technician record.

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A one-to-many relationship from the work order table to the technician table, with a lookup column on the technician table.

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A many-to-many relationship between the technician table and the work order table using an intersect table.

Question 11

You are designing a Dataverse solution for a real estate agency. The agency needs to track properties and the agents who list them. Each property can have only one listing agent, but an agent can list many properties. You create a table named Property and a table named Agent. You need to establish the relationship so that when an agent is deleted, their listed properties remain but the Listing Agent column is cleared. Which relationship type and behavior should you configure?

Accepted Answer

One-to-many relationship with Referential, Remove Link behavior on the Agent side.. The scenario requires a one-to-many relationship where deleting the parent (Agent) does not delete the child (Property) but clears the lookup. Referential, Remove Link achieves this by setting the referencing column to null. Other behaviors either restrict deletion or cascade delete, neither of which meets the business requirement.

Answer

One-to-many relationship with Referential, Restrict Delete behavior on the Agent side.

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One-to-many relationship with Parental behavior on the Agent side.

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Many-to-many relationship with Referential, Restrict Delete behavior.

Question 12

You are auditing Dataverse environment performance. You find that a custom table has excessive growth. Which action should you take to manage storage capacity effectively?

Accepted Answer

Configure a Dataverse retention policy.. A Dataverse retention policy lets you define how long rows are kept and automatically delete or archive records past a defined age, directly controlling the table's growth rate and conserving database capacity. This is the native, supported mechanism for lifecycle-based storage management in Dataverse.

Answer

Increase the environment database capacity.

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Convert the table to a Virtual Table.

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Delete the audit logs.

Question 13

You are preparing a solution for transport from a development environment to a production environment. The solution contains a custom table, a model-driven app, and several cloud flows that reference environment variables. During import testing, you discover that the flows fail because their connection references point to the developer's personal connections. You need to identify which behaviors are true of connection references and environment variables when a solution is exported and imported. (Choose two.)

Accepted Answer

Connection references are included in the solution and must be mapped to an actual connection in the target environment during import.. Connection references and environment variables are the two mechanisms that make a solution portable across environments. Connection references travel as solution components but must be rebound to real connections in the target environment, which is why personal developer connections break after import. Environment variables travel as a schema with a default and a current value, and the current value can be re-supplied at import so the same flows behave correctly in production.

Answer

Environment variable values are compiled into the flow definition at export time and cannot be changed after import.

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Connection references automatically create new connections in the target environment using the importing user's credentials.

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Removing a connection reference from the solution also removes the underlying connection from the source environment.

Question 14

A Power Platform developer is creating a new custom table in Dataverse. They need to store a list of predefined options that users can select from, such as 'High', 'Medium', or 'Low' priority. Which type of column should they use?

Accepted Answer

Choice. A Choice column is designed to present a fixed list of options for users to select. It ensures data integrity by restricting input to the defined values. For a priority field with High, Medium, and Low, a Choice column is the correct and most efficient solution.

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Text

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Currency

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Lookup

Question 15

You need to automate document extraction using AI Builder. The documents are varied invoices. Which model type should you configure?

Accepted Answer

Document Processing. Document Processing (formerly Form Processing) models in AI Builder are purpose-built to extract key-value pairs and tables from structured and semi-structured documents such as invoices, receipts, and purchase orders. They handle layout variation across vendors, which is exactly the 'varied invoices' scenario. Prebuilt invoice models or custom document processing models are the right choice here.

Answer

Object Detection

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Entity Extraction

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Prediction model

Question 16

You are using an AI Builder prompt to summarize customer feedback. The prompt is producing output in a format that is not consistent for your downstream database. What should you use to enforce a structure?

Accepted Answer

Provide a JSON schema definition within the prompt instructions.. Providing a JSON schema definition within the prompt instructions is the correct approach because it explicitly tells the AI model the exact structure, fields, and data types required for the output. This leverages the model's ability to follow structured formatting instructions, ensuring consistent, machine-readable JSON that can be directly ingested by downstream databases. Unlike temperature adjustments or post-processing, schema-based prompting enforces structure at generation time, reducing parsing errors and manual cleanup.

Answer

Configure the 'Temperature' setting to 0.

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Retrain the model.

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Use a regex action after the prompt.

Question 17

What is the purpose of the 'Publish' button in the Power Apps Studio?

Accepted Answer

To make the latest version available to users. The Publish button in Power Apps Studio takes the current saved version of the app and makes it the live version that end users will see when they open the app. Until you publish, changes remain in your editing session and are not visible to consumers, even if you have saved. This is distinct from saving (which persists your work) and sharing (which controls who can access the app).

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To share the app with new users

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To save your work to the cloud

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To debug the app

Question 18

What is the purpose of the 'Parallel' branch in Power Automate?

Accepted Answer

To run multiple actions at the same time. The Parallel branch in Power Automate allows multiple action branches to execute simultaneously rather than sequentially. This is useful for reducing total flow runtime when independent operations (such as sending two notifications or updating two systems) do not depend on each other's output.

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To stop the flow

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To loop through data

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To wait for a condition

Question 19

Which TWO of the following are key components of a Power Automate flow? (Choose TWO)

Accepted Answer

Action. A Power Automate flow is fundamentally built from a trigger, which is the event that starts the flow (such as a new email arriving, a file being created, or a scheduled recurrence), and one or more actions, which are the operations the flow performs after it is triggered (such as sending a notification, creating a record, or updating a file). Option A (Action) is correct because actions define the work the flow carries out step by step, and Option D (Trigger) is correct because every flow must begin with exactly one trigger that determines when and how the flow runs. The remaining options do not belong: a CSS file (B) is a web styling resource unrelated to flow logic, a database schema (C) describes data structure rather than a flow component, and server configuration (E) is infrastructure management, not part of a Power Automate flow's definition.

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CSS file

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Database schema

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Server configuration

Question 20

Which THREE features help ensure your canvas app is performant?

Accepted Answer

Using delegation. Using delegation (B) is correct because it lets Power Apps push filtering, sorting, and aggregation operations to the data source so only the needed records are retrieved, avoiding the default 500/2000-record limit and reducing client-side processing. Minimizing the number of controls (C) is correct because each control adds to the app's render tree and load time, so fewer controls mean faster screen rendering and lower memory usage. Caching data in collections (D) is correct because loading data once into a local collection with ClearCollect or Collect avoids repeated network calls to the data source, cutting latency on subsequent operations. Adding more images (A) is not correct because images increase app size and load time, hurting performance. Using Power Automate flows (E) is not correct because flows run asynchronously and add network round-trips, so they do not inherently improve canvas app performance.

Answer

Adding more images

Answer

Using Power Automate flows