Most Recent Salesforce Data-Architect Exam Dumps

Prepare for the Salesforce Certified Data Architect exam with our extensive collection of questions and answers. These practice Q&A are updated according to the latest syllabus, providing you with the tools needed to review and test your knowledge.

QA4Exam focus on the latest syllabus and exam objectives, our practice Q&A are designed to help you identify key topics and solidify your understanding. By focusing on the core curriculum, These Questions & Answers helps you cover all the essential topics, ensuring you're well-prepared for every section of the exam. Each question comes with a detailed explanation, offering valuable insights and helping you to learn from your mistakes. Whether you're looking to assess your progress or dive deeper into complex topics, our updated Q&A will provide the support you need to confidently approach the Salesforce Data-Architect exam and achieve success.

The questions for Data-Architect were last updated on Feb 11, 2025.

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Question No. 1

Universal Containers (UC) wants to ensure their data on 100,000 Accounts pertaining mostly to US-based companies is enriched and cleansed on an ongoing basis. UC is looking for a solution that allows easy monitoring of key data quality metrics. What should be the recommended solution to meet this requirement?

AUse a declarative approach by installing and configuring Data.com Clean to monitor Account data quality.

BImplement Batch Apex that calls out a third-party data quality API in order to monitor Account data quality.

CUse declarative approach by installing and configuring Data.com Prospector to monitor Account data quality.

DImplement an Apex Trigger on Account that queries a third-party data quality API to monitor Account data quality.

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Correct Answer: A

Using a declarative approach by installing and configuring Data.com Clean to monitor Account data quality can help UC meet their requirement. Data.com Clean can enrich and cleanse data on an ongoing basis by comparing Salesforce records with Data.com records and providing suggestions for updates.Data.com Clean can also provide dashboards and reports to monitor key data quality metrics such as match rate, field fill rate, and record completeness

Question No. 2

Salesforce is being deployed in Ursa Major Solar's disparate, multi-system ERP environment. Ursa major Solar wants to maintain data synchronization between systems.

Which two techniques should be used to achieve this goal? (Choose two.)

AIntegrate Salesforce with the ERP environment.

BUtilize workbench to update files within systems.

CUtilize an MDM strategy to outline a single source of truth.

DBuild synchronization reports and dashboards.

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Correct Answer: A, C

Option A is correct because integrating Salesforce with the ERP environment is a technique to maintain data synchronization between systems1.Option C is correct because utilizing an MDM strategy to outline a single source of truth is another technique to ensure data quality and consistency across systems2.Option B is not correct because utilizing workbench to update files within systems is not a technique to maintain data synchronization, but a tool to perform data manipulation tasks3.Option D is not correct because building synchronization reports and dashboards is not a technique to maintain data synchronization, but a way to monitor and analyze data4.

Question No. 3

Get Cloudy Consulting uses an invoicing system that has specific requirements. One requirement is that attachments associated with the Invoice_c custom object be classified by Types (i.e., ""Purchase Order"", ""Receipt"", etc.) so that reporting can be performed on invoices showing the number of attachments grouped by Type.

What should an Architect do to categorize the attachments to fulfill these requirements?

AAdd additional options to the standard ContentType picklist field for the Attachment object.

BAdd a ContentType picklist field to the Attachment layout and create additional picklist options.

CCreate a custom picklist field for the Type on the standard Attachment object with the values.

DCreate a custom object related to the Invoice object with a picklist field for the Type.

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Correct Answer: D

Creating a custom object related to the Invoice object with a picklist field for the Type allows the architect to categorize the attachments and report on them by Type. The standard Attachment object does not have a ContentType picklist field, and adding a custom picklist field to it would not be best practice.

Question No. 4

Universal Containers (UC) is transitioning from Classic to Lightning Experience.

What does UC need to do to ensure users have access to its notices and attachments in Lightning Experience?

AAdd Notes and Attachments Related List to page Layout in Lighting Experience.

BManually upload Notes in Lighting Experience.

CMigrate Notes and Attachment to Enhanced Notes and Files a migration tool

DManually upload Attachments in Lighting Experience.

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Correct Answer: C

The correct answer is C, migrate Notes and Attachment to Enhanced Notes and Files using a migration tool. Enhanced Notes and Files are the new features in Lightning Experience that replace the classic Notes and Attachments. They offer more functionality and security than the classic version. To access them in Lightning Experience, you need to migrate your existing Notes and Attachments using a migration tool provided by Salesforce. Adding Notes and Attachments Related List, manually uploading Notes or Attachments, or doing nothing are not valid solutions, as they will not enable you to use the enhanced features in Lightning Experience.

Question No. 5

NTO has decided that it is going to build a channel sales portal with the following requirements:

1. External resellers are able to authenticate to the portal with a login.

2. Lead data, opportunity data and order data are available to authenticated users.

3. Authenticated users many need to run reports and dashboards.

4. There is no need for more than 10 custom objects or additional file storage.

Which community cloud license type should a data architect recommend to meet the portal requirements?

ACustomer community.

BLightning external apps starter.

CCustomer community plus.

DPartner community.

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Correct Answer: D

Partner community license type is the best option for building a channel sales portal, as it allows external resellers to access lead, opportunity, and order data, as well as run reports and dashboards.Customer community and customer community plus license types are more suitable for customer service portals, while lightning external apps starter license type does not support reports and dashboards

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