Most Recent Salesforce Data-Architect Exam Dumps

Prepare for the Salesforce Certified Platform 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 Apr 21, 2026.

Viewing page 1 out of 51 pages.
Viewing questions 1-5 out of 257 questions

Get All 257 Questions & Answers

Question No. 1

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?

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

BCreate a placeholder product record for the generic discount request.

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

DChange the master-detail relationship to a lookup relationship.

Show Answer

Correct Answer: D

Changing the master-detail relationship to a lookup relationship is the best solution for allowing the creation of generic discount requests without the custom product object as its master record. A lookup relationship allows you to create child records without requiring a parent record.It also gives you more flexibility in defining the sharing and security settings for each object

Question No. 2

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.)

AAcquire an AppExchange Lead de-duplication application.

BImplement Salesforce Matching and Duplicate Rules.

CRun the Salesforce Lead Mass de-duplication tool.

DCreate a Workflow Rule to check for duplicate records.

Show Answer

Correct Answer: A, B

Acquiring an AppExchange Lead de-duplication application and implementing Salesforce Matching and Duplicate Rules are two approaches that the manager at Cloud Kicks should take to avoid creating duplicate records when importing Leads into Salesforce. An AppExchange Lead de-duplication application can provide additional features and functionality for finding and preventing duplicate Leads during import, such as fuzzy matching, custom rules, mass merge, etc. Salesforce Matching and Duplicate Rules can allow the manager to define how Salesforce identifies duplicate Leads based on various criteria and how users can handle them during import, such as blocking, allowing, or alerting them. The other options are not feasible or effective for avoiding duplicate records, as they would either not work during import, not provide de-duplication capabilities, or require additional customization.

Question No. 3

Ursa Major Solar has defined a new Data Quality Plan for their Salesforce data.

Which two approaches should an Architect recommend to enforce the plan throughout the organization? (Choose two.)

AEnsure all data is stored in an external system and set up an integration to Salesforce for view-only access.

BSchedule reports that will automatically catch duplicates and merge or delete the records every week.

CEnforce critical business processes by using Workflow, Validation Rules, and Apex code.

DSchedule a weekly dashboard displaying records that are missing information to be sent to managers for review.

Show Answer

Correct Answer: C, D

Enforcing critical business processes by using Workflow, Validation Rules, and Apex code can help ensure data quality and consistency by applying rules and logic to the data entry and update3.Scheduling a weekly dashboard displaying records that are missing information to be sent to managers for review can help identify and fix data quality issues by providing visibility and accountability4.

Question No. 4

Universal Containers (UC) maintains a collection of several million Account records that represent business in the United Sates. As a logistics company, this list is one of the most valuable and important components of UC's business, and the accuracy of shipping addresses is paramount. Recently it has been noticed that too many of the addresses of these businesses are inaccurate, or the businesses don't exist. Which two scalable strategies should UC consider to improve the quality of their Account addresses?

AContact each business on the list and ask them to review and update their address information.

BBuild a team of employees that validate Accounts by searching the web and making phone calls.

CIntegrate with a third-party database or services for address validation and enrichment.

DLeverage Data.com Clean to clean up Account address fields with the D&B database.

Show Answer

Correct Answer: C, D

Integrating with a third-party database or service for address validation and enrichment is a scalable strategy that can improve the quality of the Account addresses by comparing them with a reliable source of data1.Leveraging Data.com Clean to clean up Account address fields with the D&B database is another scalable strategy that can automatically update and enrich Account records with verified information from Data.com2.

Question No. 5

Cloud Kicks stores Invoice records in a custom object. Invoice records are being sent to the Accounting department with missing States and incorrectly formatted Postal Codes.

Which two actions should Cloud Kicks take to improve data quality? (Choose two.)

AChange each address field to require on the Page Layout.

BWrite an Apex Trigger to require all fields to be populated.

CUtilize a Validation Rule with a REGEX operator on Postal Code.

DUtilize a Validation Rule with a CONTAINS operator on address fields.

Show Answer

Correct Answer: C, D

Utilizing a Validation Rule with a REGEX operator on Postal Code and utilizing a Validation Rule with a CONTAINS operator on address fields are two actions that Cloud Kicks should take to improve data quality for their Invoice records. A Validation Rule with a REGEX operator can check if the Postal Code field matches a specific pattern or format, such as a five-digit number or a combination of letters and numbers. A Validation Rule with a CONTAINS operator can check if the address fields contain certain values, such as valid state abbreviations or country names. These Validation Rules can prevent users from saving invalid or incomplete data and display error messages to guide them to correct the data.The other options are not effective or recommended for improving data quality, as they would either require additional customization, not enforce data standards, or not address the specific issues of missing states and incorrectly formatted postal codes

Unlock All Questions for Salesforce Data-Architect Exam

Full Exam Access, Actual Exam Questions, Validated Answers, Anytime Anywhere, No Download Limits, No Practice Limits

Get All 257 Questions & Answers