Data validation pipeline catches errors before they reach production. Prevention > fixing! Python scripts validate against business rules. Anomaly detection flags suspicious entries. Quarantine system for review. Error rate in production data dropped 95%. Quality at the source! #datavalidation #automation #quality #dataquality