Free Certified Data Architect Exam Braindumps
Salesforce Certified Data Architecture and Management Designer Questions 71–75 (page: 16)

Updated On: 10-Feb-2026

UC has migrated its Back-office data into an on-premisedatabase with REST API access. UC recently implemented Sales cloud for its sales organization. But users are complaining about a lack of order data inside SF.

UC is concerned about SF storage limits but would still like Sales cloud to have access to the data.

Which design patterns should a data architect select to satisfy the requirement?

  1. Migrate and persist the data in SF to take advantage of native functionality.
  2. Use SF Connect to virtualize the data in SF and avoid storage limits.
  3. Develop a bidirectional integration between the on-premise system and Salesforce.
  4. Build a UI for the on-premise system and iframe it in Salesforce

Answer(s): B



For a production cutover, a large number of Account records will be loaded intoSalesforce from a legacy system. The legacy system does not have enough information to determine the Ownership for these Accounts upon initial load.
Which two recommended options assign Account ownership to mitigate potential performance problems?

  1. Let a "system user" own all the Account records without assigning any role to this user in Role Hierarchy.
  2. Let a "system user" own the Account records and assign this user to the lowest-level role in the Role Hierarchy.
  3. Let the VP of the Sales department, who will report directly to the senior VP, own all the Account records.
  4. Let a "system user" own all the Account records and make this user part of the highest- level role in the Role Hierarchy.

Answer(s): A,B



Universal Containers (UC) has several custom Visualforce applications have been developed in which users are able to edit Opportunity records. UC struggles with data completeness on their Opportunity records and has decided tomake certain fields required that have not been in the past. The newly required fields are dependent on the Stage of the Opportunity, such that certain fields are only required once an Opportunity advances to later stages. There are two fields.
What is the simplest approach to handle this new requirement?

  1. Update the Opportunity page layout to mark these fields as required.
  2. Use a validation rule for each field that takes the Stage into consideration.
  3. Update these Opportunity field definitions inSetup to be required.
  4. Write an Apex trigger that checks each field when records are saved.

Answer(s): B



Universal Containers (UC) is a major supplier of office supplies. Some products are produced by UC and some by other manufacturers. Recently, a number of customers have complained that product descriptions on the invoices do not match the descriptions in the online catalog and on some of the order confirmations (e.g., "ballpoint pen" in the catalog and "pen" on the invoice, anditem color labels are inconsistent: "what vs. "White" or "blk" vs. "Black"). All product data is consolidated in the company data warehouse and pushed to Salesforce to generate quotes and invoices. The online catalog and webshop is a Salesforce CustomerCommunity solution.
What is a correct technique UC should use to solve the data inconsistency?

  1. Change integration to let product master systems update product data directly in Salesforce via the Salesforce API.
  2. Add custom fields to the Product standard object in Salesforce to store data from the different source systems.
  3. Define a data taxonomy for product data and apply the taxonomy to the product data in the data warehouse.
  4. Build Apex Triggers in Salesforce that ensure products have the correct names and labels after data is loaded into salesforce.

Answer(s): C



Universal Containers (UC) is going thought major reorganization of their sales team. This would require changes to a large a number of group members and sharing rules. UCs administrator is concerned about long processing time and failure during the process.

What should a Data architect implement to make changes efficiently?

  1. Log a case with salesforce to make sharing rule changes.
  2. Enable Defer Sharing Calculation prior to making sharing rule changes.
  3. Delete old sharing rules and build new sharing rules
  4. Log out all users and make changes to sharing rules.

Answer(s): B



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