DATA-ARCHITECTURE-AND-MANAGEMENT-DESIGNER Exam Details

  • Exam Code
    :DATA-ARCHITECTURE-AND-MANAGEMENT-DESIGNER
  • Exam Name
    :Salesforce Certified Data Architecture and Management Designer
  • Certification
    :Salesforce Certifications
  • Vendor
    :Salesforce
  • Total Questions
    :246 Q&As
  • Last Updated
    :Feb 28, 2026

Salesforce DATA-ARCHITECTURE-AND-MANAGEMENT-DESIGNER Online Questions & Answers

  • Question 111:

    Universal Container (US) is replacing a home grown CRM solution with Salesforce, UC has decided to migrate operational (Open and active) records to Salesforce, while keeping historical records in legacy system, UC would like historical records to be available in Salesforce on an as needed basis. Which solution should a data architect recommend to meet business requirement?

    A. Leverage real-time integration to pull records into Salesforce.
    B. Bring all data Salesforce, and delete it after a year.
    C. Leverage mashup to display historical records in Salesforce.
    D. Build a chair solution to go the legacy system and display records.

  • Question 112:

    Universal Containers (UC) is implementing a Salesforce project with large volumes of data and daily transactions. The solution includes both real-time web service integrations and Visualforce mash - ups with back -end systems. The Salesforce Full sandbox used by the project integrates with full-scale back -end testing systems. What two types of performance testing are appropriate for this project? Choose 2 answers

    A. Pre -go -live automated page -load testing against the Salesforce Full sandbox.
    B. Post go -live automated page -load testing against the Salesforce Production org.
    C. Pre -go -live unit testing in the Salesforce Full sandbox.
    D. Stress testing against the web services hosted by the integration middleware.

  • Question 113:

    Northern Trail Outfitters (NTO) has a variety of customers that include householder, businesses, and individuals.

    The following conditions exist within its system:

    NTO has a total of five million customers.

    Duplicate records exist, which is replicated across many systems, including Salesforce. Given these conditions, there is a lack of consistent presentation and clear identification of a customer record.

    Which three option should a data architect perform to resolve the issues with the customer data?

    A. Create a unique global customer ID for each customer and store that in all system for referential identity.
    B. Use Salesforce CDC to sync customer data cross all systems to keep customer record in sync.
    C. Invest in data duplicate tool to de-dupe and merge duplicate records across all systems.
    D. Duplicate customer records across the system and provide a two-way sync of data between the systems.
    E. Create a customer master database external to Salesforce as a system of truth and sync the customer data with all systems.

  • Question 114:

    Universal Containers is setting up an external Business Intelligence (BI) system and wants to extract 1,000,000 Contact records. What should be recommended to avoid timeouts during the export process?

    A. Use the SOAP API to export data.
    B. Utilize the Bulk API to export the data.
    C. Use GZIP compression to export the data.
    D. Schedule a Batch Apex job to export the data.

  • Question 115:

    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?

    A. Use a declarative approach by installing and configuring Data.com Clean to monitor Account data quality.
    B. Implement Batch Apex that calls out a third-party data quality API in order to monitor Account data quality.
    C. Use declarative approach by installing and configuring Data.com Prospector to monitor Account data quality.
    D. Implement an Apex Trigger on Account that queries a third-party data quality API to monitor Account data quality.

  • Question 116:

    Universal Containers is creating a new B2C service offering for consumers to ship goods across continents. This is in addition to their well-established B2B offering. Their current Salesforce org uses the standard Account object to track B2B customers. They are expecting to have over 50,000,000 consumers over the next five years across their 50 business regions. B2C customers will be individuals. Household data is not required to be stored. What is the recommended data model for consumer account data to be stored in Salesforce?

    A. Use the Account object with Person Accounts and a new B2C page layout.
    B. Use the Account object with a newly created Record Type for B2C customers.
    C. Create a new picklist value for B2C customers on the Account Type field.
    D. Use 50 umbrella Accounts for each region, with customers as associated Contacts.

  • Question 117:

    Universal Container is using Salesforce for Opportunity management and enterprise resource planning (ERP) for order management. Sales reps do not have access to the ERP and have no visibility into order status. What solution a data architect recommend to give the sales team visibility into order status?

    A. Leverage Canvas to bring the order management UI in to the Salesforce tab.
    B. Build batch jobs to push order line items to salesforce.
    C. leverage Salesforce Connect top bring the order line item from the legacy system to Salesforce.
    D. Build real-time integration to pull order line items into Salesforce when viewing orders.

  • Question 118:

    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?

    A. Add Notes and Attachments Related List to page Layout in Lighting Experience.
    B. Manually upload Notes in Lighting Experience.
    C. Migrate Notes and Attachment to Enhanced Notes and Files a migration tool
    D. Manually upload Attachments in Lighting Experience.

  • Question 119:

    A shipping and logistics company has created a large number of reports within Sales Cloud since Salesforce was introduced. Some of these reports analyze large amounts of data regarding the whereabouts of the company's containers, and they are starting to time out when users are trying to run the reports. What is a recommended approach to avoid these time-out issues?

    A. Improve reporting performance by creating a custom Visualforce report that is using a cache of the records in the report.
    B. Improve reporting performance by replacing the existing reports in Sales Cloud with new reports based on Analytics Cloud.
    C. Improve reporting performance by creating an Apex trigger for the Report object that will pre- fetch data before the report is run.
    D. Improve reporting performance by creating a dashboard that is scheduled to run the reports only once per day.

  • Question 120:

    Northern Trail outfitters in migrating to salesforce from a legacy CRM system that identifies the agent relationships in a look-up table. What should the data architect do in order to migrate the data to Salesfoce?

    A. Create custom objects to store agent relationships.
    B. Migrate to Salesforce without a record owner.
    C. Assign record owner based on relationship.
    D. Migrate the data and assign to a non-person system user.

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