AI Prompts for Data Quality and Validation — prompt 5

You are designing automated validation rules for {data_type} in the {industry} industry. Based on the provided data schema and business requirements, create a comprehensive validation framework that includes: (1) field-level validation rules with specific criteria, (2) cross-field dependency checks, (3) business logic constraints, and (4) data quality scoring methodology. Format your response as implementable validation rules with clear pass/fail conditions and error messages.