What issue does data lineage help identify in downstream applications?

Study for the AAISM Domain 1: AI Governance Program Management Test. Utilize flashcards and multiple-choice questions. Each question includes hints and explanations to prepare you for success!

Multiple Choice

What issue does data lineage help identify in downstream applications?

Explanation:
Data lineage identifies the origin of data defects by tracing data from its source through all transformations and into downstream applications. By mapping each step data passes through, you can see where a problem first occurred—whether in the source data, during a transformation, or in an integration step—so you can fix the root cause rather than just the symptoms in the downstream system. This root-cause capability is what makes data lineage essential for debugging data quality issues and for impact analysis when downstream reports or processes show anomalies. The other options don’t fit because network bandwidth relates to data flow capacity, user interface concerns focus on presentation, and CPU temperature spikes point to hardware or workload issues, not data provenance.

Data lineage identifies the origin of data defects by tracing data from its source through all transformations and into downstream applications. By mapping each step data passes through, you can see where a problem first occurred—whether in the source data, during a transformation, or in an integration step—so you can fix the root cause rather than just the symptoms in the downstream system. This root-cause capability is what makes data lineage essential for debugging data quality issues and for impact analysis when downstream reports or processes show anomalies. The other options don’t fit because network bandwidth relates to data flow capacity, user interface concerns focus on presentation, and CPU temperature spikes point to hardware or workload issues, not data provenance.

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