data quality_error ai_generated true

Data freshness check failed: source data is stale

ID: data/etl-pipeline-stale-data

Also available as: JSON · Markdown
75%Fix Rate
80%Confidence
3Evidence
2023-01-01First Seen

Version Compatibility

VersionStatusIntroducedDeprecatedNotes
any active — — —

Root Cause

ETL pipeline producing stale or outdated data.

generic

Workarounds

  1. 88% success Investigate upstream data source delay
  2. 85% success Set up monitoring and alerts on data freshness SLAs

Dead Ends

Common approaches that don't work:

  1. Disable freshness checks 82% fail

    Silent stale data in reports

  2. Re-run full pipeline on every check 72% fail

    Very expensive and slow