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Data Quality SLA Basics
Set expectations for data
Setting data quality SLAs means defining metrics like freshness, completeness, and accuracy per dataset, naming owners, setting thresholds and alerts, and reviewing incidents to improve reliability for consumers.
- data quality
- sla
- freshness
- completeness
- accuracy
Define Metrics
Set freshness, completeness, accuracy for each dataset.
Own and Alert
Assign owners; set thresholds and alerts tied to impact.
Improve
Review breaks, fix root causes, and update SLAs as needed.