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Data-Architect Exam Dumps - Salesforce Application Architect Questions and Answers

Question # 24

Universal Containers (UC) has a custom discount request object set as a detail object with a custom product object as the master. There is a requirement to allow the creation of generic discount requests without the custom product object as its master record. What solution should an Architect recommend to UC?

Options:

A.

Mandate the selection of a custom product for each discount request.

B.

Create a placeholder product record for the generic discount request.

C.

Remove the master-detail relationship and keep the objects separate.

D.

Change the master-detail relationship to a lookup relationship.

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Question # 25

An Architect needs to document the data architecture for a multi-system, enterprise Salesforce implementation.

Which two key artifacts should the Architect use? (Choose two.)

Options:

A.

User stories

B.

Data model

C.

Integration specification

D.

Non-functional requirements

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Question # 26

Universal Container (UC) has accumulated data over years and has never deleted data from its Salesforce org. UC is now exceeding the storage allocations in the org. UC is now looking for option to delete unused from the org.

Which three recommendations should a data architect make is order to reduce the number of records from the org?

Choose 3 answers

Options:

A.

Use hard delete in Bulk API to permanently delete records from Salesforce.

B.

Use hard delete in batch Apex to permanently delete records from Salesforce.

C.

Identify records in objects that have not been modified or used In last 3 years.

D.

Use Rest API to permanently delete records from the Salesforce org.

E.

Archive the records in enterprise data warehouse (EDW) before deleting from Salesforce.

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Question # 27

NTO has a loyalty program to reward repeat customers. The following conditions exists:

1.Reward levels are earned based on the amount spent during the previous 12 months.

2.The program will track every item a customer has bought and grant them points for discount.

3.The program generates 100 million records each month.

NTO customer support would like to see a summary of a customer’s recent transaction and reward level(s) they have attained.

Which solution should the data architect use to provide the information within the salesforce for the customer support agents?

Options:

A.

Create a custom object in salesforce to capture and store all reward program. Populate nightly from the point-of-scale system, and present on the customer record.

B.

Capture the reward program data in an external data store and present the 12 months trailing summary in salesforce using salesforce connect and then external object.

C.

Provide a button so that the agent can quickly open the point of sales system displaying the customer history.

D.

Create a custom big object to capture the reward program data and display it on the contact record and update nightly from the point-of-scale system.

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Question # 28

Universal Containers has a legacy system that captures Conferences and Venues. These Conferences can occur at any Venue. They create hundreds of thousands of Conferences per year. Historically, they have only used 20 Venues. Which two things should the data architect consider when denormalizing this data model into a single Conference object with a Venue picklist? Choose 2 answers

Options:

A.

Limitations on master -detail relationships.

B.

Org data storage limitations.

C.

Bulk API limitations on picklist fields.

D.

Standard list view in -line editing.

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Question # 29

Universal Containers (UC) has a requirement to create an Account plan object that is related to the Account object. Each Account plan needs to have an Account object, but the accessibility requirement of the Account plan is different from the Account object. What should an Architect recommend?

Options:

A.

Create a custom account plan object as detail with Account as mater in a master-detail relationship.

B.

Create a custom account plan object as detail with Account as master with additional sharing rules to allow access.

C.

Create an account plan object with a lookup relations to Account without any validation rules to enforce the Account association.

D.

Create an account plan object with a lookup relationship to Account with validation rules to enforce the Account association.

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Question # 30

Universal Containers (UC) has three systems: Salesforce, a cloud -based ERP system, and an on -premise Order Management System (OMS). An architect has been tasked with creating a solution that uses Salesforce as the system of record for Leads and the OMS as the system of record for Account and Contacts. UC wants Accounts and Contacts to be able to maintain their names in each system (i.e., "John Doe" in the OMS and "Johnny Doe" in Salesforce), but wants to have a consolidated data store which links referenced records across the systems. What approach should an architect suggest so the requirements are met?

Options:

A.

Have Salesforce poll the OMS nightly and bring in the desired Accounts and Contacts.

B.

Implement an integration tool to send OMS Accounts and Contacts to Salesforce.

C.

Implement a Master Data Management strategy to reconcile Leads, Accounts, and Contacts.

D.

Use the Streaming API to send Account and Contact data from Salesforce to the OMS.

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Question # 31

A customer wants to maintain geographic location information including latitude and longitude in a custom object. What would a data architect recommend to satisfy this requirement?

Options:

A.

Create formula fields with geolocation function for this requirement.

B.

Create custom fields to maintain latitude and longitude information

C.

Create a geolocation custom field to maintain this requirement

D.

Recommend app exchange packages to support this requirement.

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Question # 32

Universal Containers has successfully migrated 50 million records into five different objects multiple times in a full copy sandbox. The Integration Engineer wants to re-run the test again a month before it goes live into Production. What is the recommended approach to re-run the test?

Options:

A.

Truncate all 5 objects quickly and re-run the data migration test.

B.

Refresh the full copy sandbox and re-run the data migration test.

C.

Hard delete all 5 objects’ data and re-run the data migration test.

D.

Truncate all 5 objects and hard delete before running the migration test.

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Question # 33

Universal Containers would like to have a Service-Level Agreement (SLA) of 1 day for any data loss due to unintentional or malicious updates of records in Salesforce. What approach should be suggested to address this requirement?

Options:

A.

Build a daily extract job and extract data to on-premise systems for long-term backup and archival purposes.

B.

Schedule a Weekly Extract Service for key objects and extract data in XL sheets to on-premise systems.

C.

Store all data in shadow custom objects on any updates and deletes, and extract them as needed .

D.

Evaluate a third-party AppExchange app, such as OwnBackup or Spanning, etc., for backup and archival purposes.

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Exam Code: Data-Architect
Exam Name: Salesforce Certified Data Architect (WI25)
Last Update: Apr 29, 2025
Questions: 253
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