Data Validation

Data Validation

Data Validation in Document Parsing: How to Catch Bad Extractions Before They Reach Your Systems

Extraction errors propagate into databases, trigger wrong actions, and cause downstream failures. Four validation layers — presence checks, format validation, business logic, and confidence routing — catch them before they cause damage.