How To Validate Data in 5 Steps Step 1: Define Data Requirements. The first step toward validation is to clearly define the requirements for data and data models. ... Step 2: Understand Data Sources. ... Step 3: Consider Destination Requirements. ... Step 4: Identify Data Quality Issues. ... Step 5: Pursue Post-Validation Actions. Jan 19, 2024