Salesforce Certified Data Architecture 2025 – 400 Free Practice Questions to Pass the Exam

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What is meant by a "single source of truth" in data architecture?

A decentralized approach to data management

A centralized repository for business-critical data

A "single source of truth" refers to a centralized repository for business-critical data, which plays a crucial role in maintaining data integrity and consistency across an organization. By consolidating information into one central location, organizations can ensure that all users and systems access the same data set, which helps eliminate discrepancies and confusion that can arise from having multiple sources of the same data.

This approach not only fosters trust in the data being utilized throughout the organization but also streamlines decision-making processes. By relying on a singular accurate and authoritative data source, teams can efficiently analyze and report on critical metrics, ultimately leading to more informed business strategies.

The other options do not align with the definition of a single source of truth. For instance, a decentralized approach to data management would lead to multiple data sources, which contradicts the idea of having a single authoritative source. Likewise, individual record storage systems focus on isolated entries rather than cohesive datasets. Lastly, ensuring data redundancy tends to complicate data management and may result in inconsistent data rather than fostering a trustworthy, singular view.

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An individual record storage system

A method to ensure data redundancy

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