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