Data / Delivery · 7 min
API Data Quality Checklist (L0 → L3)
Use this to validate ingestion pipelines and keep reporting trustworthy.
Levels
- L0: Schema + required fields
- L1: Valid values + type checks
- L2: Cross-field rules + completeness
- L3: Business rules + anomaly checks