Cisco
CompTIA
ISC
EC-Council
EXIN
Fortinet
ITIL
Juniper
Microsoft
VMware
Avaya
SAP
Google
NVIDIA
Salesforce
Amazon
Palo Alto Networks
ISC2
Splunk
ServiceNow
All Vendors
  2. Home
  3. Exams
  4. Salesforce
  5. Certified Data Architect

Salesforce Certified Data Architect Exam Questions
Salesforce Certified Data Architecture and Management Designer (Page 7 )

Updated On: 21-Feb-2026
Page 7 of 46
PDF with 221 Questions

Universal Containers (UC) maintains a collection of several million Account records that represent business in the United Sates. As a logistics company, thislist 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?

  1. Contact each business on the list and ask them to review and update their address information.
  2. Build a team of employees that validate Accounts bysearching the web and making phone calls.
  3. Integrate with a third-party database or services for address validation and enrichment.
  4. Leverage Data.com Clean to clean up Account address fields with the D&B database.

Answer(s): C,D



Get Cloud Consulting needs to integrate two different systems with customer records into the Salesforce Account object. So that no duplicate records are created in Salesforce, Master Data Management will be used.

An Architect needs to determine which system is the system of record on afield level.

What should the Architect do to achieve this goal?

  1. Master Data Management systems determine system of record, and the Architect doesn't have to think about what data is controlled by what system.
  2. Key stakeholders should review any fields that share the same purpose between systems to see how they will be used in Salesforce.
  3. The database schema for each external system should be reviewed, and fields with different names should always be separate fields in Salesforce.
  4. Any field that is an input field in either external system will be overwritten by the last record integrated and can never have a system of record.

Answer(s): C



North Trail Outfitters (NTO) operates a majority of its business from a central Salesforce org, NTO also owns several secondary orgs that the service, finance, and marketing teams work out of, At the moment, there is no integration between central and secondary orgs, leading to data-visibility issues.

Moving forward, NTO has identified that a hub-and-spoke model is the proper architect to manage its data, where the central org is the hub and the secondary orgs are the spokes.

Which tool should a data architect use to orchestrate data between the hub org and spoke orgs?

  1. A middleware solution that extracts and distributes data across both the hub and spokes.
  2. Develop custom APIs to poll the hub org for change data and push into the spoke orgs.
  3. Developcustom APIs to poll the spoke for change data and push into the org.
  4. A backup and archive solution that extracts and restores data across orgs.

Answer(s): A



UC has millions of Cases and are running out of storage. Some user groups need to have access to historical cases for upto 7 years.

Which 2 solutions should a data architect recommend in order to minimize performance and storage issues?

Choose 2 answers:

  1. Export data out of salesforce and store in Flat files on external system.
  2. Create a custom object to store case history and run reports on it.
  3. Leverage on premise data archival and build integration to view archived data.
  4. Leverage big object to archive case data and lightning components to show archived data.

Answer(s): C,D



NTO has been using salesforce for sales and service for 10 years. For the past 2 years, the marketing group has noticed a raise from 0 to 35 % in returned mailwhen sending mail using the contact information stored in salesforce.

Which solution should the data architect use to reduce the amount of returned mails?

  1. Use a 3rd-party data source to update contact information in salesforce.
  2. Email all customer andasked them to verify their information and to call NTO if their address is incorrect.
  3. Delete contacts when the mail is returned to save postal cost to NTO.
  4. Have the sales team to call all existing customers and ask to verify the contact details.

Answer(s): A






Post your Comments and Discuss Salesforce Certified Data Architect exam dumps with other Community members:

Join the Certified Data Architect Discussion