A customer needs to monitor data quality across multiple Salesforce orgs and requires automated alerts when data quality scores drop below a threshold. Which approach should a data architect recommend?

Use Salesforce reports and dashboards in each org

Use a third-party data quality tool that supports multi-org monitoring and alerts

Use Salesforce scheduled reports

Use Salesforce validation rules

A logistics company wants to monitor the timeliness of shipment data. They want to know how many shipment records have a delivery date that is in the past but are still marked as 'In Transit'. They also want to see this metric by region. What should a data architect recommend?

Create a dashboard with a gauge chart showing the percentage of overdue shipments.

Create a report that filters for records where delivery date is before today and status is 'In Transit', grouped by region.

Use a third-party tool to automatically update shipment statuses.

Create a custom field to flag overdue shipments.

Which report feature allows a data architect to summarize data quality metrics such as the average number of missing fields per record?

Summary report with custom summary formulas

Which KPI would best measure the ongoing quality of data in a Salesforce org by tracking the percentage of leads that convert to opportunities with a valid email address?

Percentage of records with a valid email format

SalesforceCertified Data Architect

Domain 2Objective 3

Given a Customer Scenario, Recommend Appropriate Techniques and Tools to Monitor Data Quality on an Ongoing Basis (e.g., KPIs, Data Quality Reports, Dashboards, Metrics, Third-Party Solutions). DATA-ARCHITECT Practice Questions (Page 4)

Part of the CONCEPTUAL DESIGN domain, which accounts for 15% of the DATA-ARCHITECT exam.

25questions here

5free pages

6concepts

15%of the exam

Questions 16–20

16foundation · easy
Which dashboard component is best suited to show the trend of data quality scores over the past six months?
Select an answer first
17foundation · easy
A customer needs to monitor data quality across multiple Salesforce orgs and requires automated alerts when data quality scores drop below a threshold. Which approach should a data architect recommend?
Select an answer first
18application · medium
A logistics company wants to monitor the timeliness of shipment data. They want to know how many shipment records have a delivery date that is in the past but are still marked as 'In Transit'. They also want to see this metric by region. What should a data architect recommend?
Select an answer first
19foundation · easy
Which report feature allows a data architect to summarize data quality metrics such as the average number of missing fields per record?
Select an answer first
20foundation · easy
Which KPI would best measure the ongoing quality of data in a Salesforce org by tracking the percentage of leads that convert to opportunities with a valid email address?
Select an answer first

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