Salesforce Certified Data Architecture Practice Test

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What might be a sign of data integrity issues in Salesforce?

Consistent query performance across all objects

Redundant data entries appearing across different reports

Redundant data entries appearing across different reports serve as a clear indication of potential data integrity issues in Salesforce. This redundancy suggests that the same information is being stored multiple times, which can lead to inconsistencies and challenges in maintaining accurate reporting. It may also indicate that the data entry process is not being managed effectively, either due to a lack of validation rules or ineffective data governance policies.

When multiple instances of the same data exist, it can result in confusion over which entry is the most accurate or up-to-date, complicating data analysis and decision-making. This situation may also hinder a company's ability to trust its data, as discrepancies can emerge when reports are generated from these multiple sources of truth. Addressing this issue typically involves reviewing data input processes, implementing deduplication strategies, and enhancing data governance practices to promote a single, authoritative source of data.

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