8. Data Quality & Observability
Description
Section titled “Description”Ensures data reliability through validation rules, monitoring, and operational alerting.
Quality Dimensions
Section titled “Quality Dimensions”- Completeness
- Accuracy
- Timeliness
- Consistency
- Uniqueness
Observability Focus
Section titled “Observability Focus”- Missing data
- Unexpected changes
- Integration failures
- Process interruptions
Recommended Deliverables
Section titled “Recommended Deliverables”- Data Quality Framework
- Data Validation Rules Catalog
- Observability Dashboard
- Data Quality KPIs
- Data Incident Log