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

Question # 14

A Salesforce customer has plenty of data storage. Sales Reps are complaining that searches are bringing back old records that aren't relevant any longer. Sales Managers need the data for their historical reporting.What strategy should a data architect use to ensure a better user experience for the Sales Reps?

Options:

A.

Create a Permission Set to hide old data from Sales Reps.

B.

Use Batch Apex to archive old data on a rolling nightly basis.

C.

Archive and purge old data from Salesforce on a monthly basis.

D.

Set data access to Private to hide old data from Sales Reps.

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Question # 15

Universal Containers (UC) is concerned that data is being corrupted daily either through negligence or maliciousness. They want to implement a backup strategy to help recover any corrupted data or data mistakenly changed or even deleted. What should the data architect consider when designing a field -level audit and recovery plan?

Options:

A.

Reduce data storage by purging old data.

B.

Implement an AppExchange package.

C.

Review projected data storage needs.

D.

Schedule a weekly export file.

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Question # 16

Universal Containers (UC) is migrating from an on-premise homegrown customer relationship management (CRM) system- During analysis, UC users highlight a pain point that there are multiple versions of many customers.

What should the data architect do for a successful migration to mitigate the pain point?

Options:

A.

Hire an intern manually de-duplicate the records after migrating to Salesforce.

B.

Migrate the data as is, and use Salesforce's de-duplicating feature.

C.

Have the users manually clean the data in the old system prior to migration.

D.

Store the data in a staging database, and de-duplicate identical records.

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Question # 17

Universal Containers wishes to maintain Lead data from Leads even after they are deleted and cleared from the Recycle Bin. What approach should be implemented to achieve this solution?

Options:

A.

Use a Lead standard report and filter on the IsDeleted standard field.

B.

Use a Converted Lead report to display data on Leads that have been deleted.

C.

Query Salesforce with the queryAll API method or using the ALL ROWS SOQL keywords.

D.

Send data to a Data Warehouse and mark Leads as deleted in that system.

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Question # 18

NTO has implemented salesforce for its sales users. The opportunity management in salesforce is implemented as follows:

1.Sales users enter their opportunities in salesforce for forecasting and reporting purposes.

2.NTO has a product pricing system (PPS) that is used to update opportunity amount field on opportunities on a daily basis.

3.PPS is the trusted source within the NTO for opportunity amount.

4.NTO uses opportunity forecast for its sales planning and management.

Sales users have noticed that their updates to the opportunity amount field are overwritten when PPS updates their opportunities.

How should a data architect address this overriding issue?

Options:

A.

Create a custom field for opportunity amount that sales users update separating the fields that PPS updates.

B.

Create a custom field for opportunity amount that PPS updates separating the field that sales user updates.

C.

Change opportunity amount field access to read only for sales users using field level security.

D.

Change PPS integration to update only opportunity amount fields when values is NULL.

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Question # 19

A manager at Cloud Kicks is importing Leads into Salesforce and needs to avoid creating duplicate records.

Which two approaches should the manager take to achieve this goal? (Choose two.)

Options:

A.

Acquire an AppExchange Lead de-duplication application.

B.

Implement Salesforce Matching and Duplicate Rules.

C.

Run the Salesforce Lead Mass de-duplication tool.

D.

Create a Workflow Rule to check for duplicate records.

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Question # 20

Universal Containers (UC) is using Salesforce Sales & Service Cloud for B2C sales and customer service but they are experiencing a lot of duplicate customers in the system. Which are two recommended approaches for UC to avoid duplicate data and increase the level of data quality?

Options:

A.

Use Duplicate Management.

B.

Use an Enterprise Service Bus.

C.

Use Data.com Clean

D.

Use a data wharehouse.

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Question # 21

Northern Trail Outfitters (NTO) has the following systems:

Customer master-source of truth for customer information

Service cloud-customer support

Marketing cloud-marketing support

Enterprise data warehouse—business reporting

The customer data is duplicated across all these system and are not kept in sync. Customers are also complaining that they get repeated marketing emails and have to call into update their information.

NTO is planning to implement master data management (MDM) solution across the enterprise.

Which three data will an MDM tool solve?

Choose 3 answers

Options:

A.

Data completeness

B.

Data loss and recovery

C.

Data duplication

D.

Data accuracy and quality

E.

Data standardization

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Question # 22

UC developers have created a new lightning component that uses an Apex controller using a SOQL query to populate a custom list view. Users are complaining that the component often fails to load and returns a time-out error.

What tool should a data architect use to identify why the query is taking too long?

Options:

A.

Use Splunk to query the system logs looking for transaction time and CPU usage.

B.

Enable and use the query plan tool in the developer console.

C.

Use salesforce’s query optimizer to analyze the query in the developer console.

D.

Open a ticket with salesforce support to retrieve transaction logs to e analyzed for processing time.

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Question # 23

Universal Containers (UC) has adopted Salesforce as its primary sales automated tool. UC has 100,00 customers with a growth rate of 10% a year, UC uses an on-premise web-based billing and invoice system that generates over 1 million invoices a year supporting a monthly billing cycle.

The UC sales team needs to be able to pull a customer record and view their account status, Invoice history, and opportunities without navigating outside of Salesforce.

What should a data architect use to provide the sales team with the required functionality?

Options:

A.

Create a custom object and migrate the last 12 months of Invoice data into Salesforce so it can be displayed on the Account layout.

B.

Write an Apex callout and populate a related list to display on the account record.

C.

Create a mashup page that will present the billing system records within Salesforce.

D.

Create a visual force tab with the billing system encapsulated within an iframe.

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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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