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Salesforce Certified Data Architect Questions 76–80 (page: 17)

Updated On: 9-Feb-2026

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 to make 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 in Setup to be required.
  4. Write an Apex trigger that checks each field when records are saved.

Answer(s): B



A Customer is migrating 10 million order and 30 million order lines into Salesforce using Bulk API. The Engineer is experiencing time-out errors or long delays querying parents order IDs in Salesforce before importing related order line items.
What is the recommended solution?

  1. Query only indexed ID field values on the imported order to import related order lines.
  2. Leverage an External ID from source system orders to import related order lines.
  3. Leverage Batch Apex to update order ID on related order lines after import.
  4. Leverage a sequence of numbers on the imported orders to import related order lines.

Answer(s): B



Universal Containers would like to remove data silos and connect their legacy CRM together with their ERP and with Salesforce. Most of their sales team has already migrated to Salesforce for daily use, although a few users are still on the old CRM until some functionality they require is completed.
Which two techniques should be used for smooth interoperability now and in the future.

  1. Replicate ongoing changes in the legacy CRM to Salesforce to facilitate a smooth transition when the legacy CRM is eventually retired.
  2. Specify the legacy CRM as the system of record during transition until it is removed from operation and fully replaced by Salesforce.
  3. Work with stakeholders to establish a Master Data Management plan for the system of record for specific objects, records, and fields.
  4. Do not connect Salesforce and the legacy CRM to each other during this transition period, but do allow both to interact with the ERP.

Answer(s): B,C



UC is trying to switch from legacy CRM to salesforce and wants to keep legacy CRM and salesforce in place till all the functionality is deployed in salesforce. The want to keep data in synch b/w Salesforce, legacy CRM and SAP.
What is the recommendation.

  1. Integrate legacy CRM to salesforce and keep data in synch till new functionality is in place
  2. Do not integrate legacy CRM to Salesforce, but integrate salesforce to SAP
  3. Integrate SAP with Salesforce, SAP to legacy CRM but not legacy CRM to Salesforce
  4. Suggest MDM solution and link MDM to salesforce and SAP

Answer(s): C,D



Universal Containers (UC) has an Application custom object, which has tens of millions of records created in the past 5 years. UC needs the last 5 years of data to exist in Salesforce at all times for reporting and queries. UC is currently encountering performance issues when reporting and running queries on this Object using date ranges as filters.
Which two options can be used to improve report performance?

  1. Ask support to create a skinny table for Application with the necessary reporting fields.
  2. Add custom indexes to all fields on Application without a standard index.
  3. Run multiple reports to get different pieces of the data and combine them.
  4. Add custom indexes to the Date fields used for filtering the report.

Answer(s): A,D



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