Given a Customer Scenario, Recommend and Use Techniques for Establishing a "golden Source of Truth"/"system of Record" for the Customer Domain. DATA-ARCHITECT Practice Questions (Page 2)

Questions 6–10

1. 6application · medium

   A B2B company is building a golden source for customer data. They have data from their CRM, their website analytics, and a third-party data provider. Which data source should be considered the most authoritative for customer master data?

   • AThe website analytics, because it captures real-time customer behavior.
   • BA combination of all three sources, equally weighted.
   • CThe CRM, because it is the system of record for customer interactions and is maintained by the sales team.
   • DThe third-party data provider, because it is an external source that may have more complete data.
   Reveal Solution Discussion Select an answer first
2. 7expert · hard

   A company has established a golden source for customer data. They want to ensure that data quality is maintained over time, but they have limited resources for data stewardship. What is the most effective way to monitor and maintain data quality with limited resources?

   • AAssign a full-time data steward to manually review all data changes.
   • BRely on users to report data quality issues as they encounter them.
   • CImplement automated data quality monitoring and alerts, and focus stewardship efforts on high-impact issues.
   • DConduct a comprehensive data quality audit once a year.
   Reveal Solution Discussion Select an answer first
4. 8foundation · easy

   Which role is typically responsible for the day-to-day management and quality of a specific data domain in a governance framework?

   • AData steward
   • BApplication developer
   • CDatabase administrator
   • DChief Executive Officer
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5. 9foundation · easy

   Which of the following is an example of an external source of customer data?

   • AA data broker that provides firmographic information
   • BThe company's ERP system
   • CThe company's internal CRM system
   • DThe company's data warehouse
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6. 10application · medium

   A healthcare organization has designated its EHR system as the golden source for patient master data. They also have a billing system and a patient portal that need to stay in sync. What is the best approach to ensure consistency across these systems?

   • AAllow each system to update its own copy and periodically reconcile differences.
   • BDesignate the patient portal as the system of record for patient demographics.
   • CUse a batch process to update the billing system and patient portal once a day.
   • DSet up real-time integration from the EHR to the billing system and patient portal, with the EHR as the authoritative source.
   Reveal Solution Discussion Select an answer first