About the Agent
The Validation Agent ensures data quality and accuracy by checking inputs, outputs, and datasets against defined rules, constraints, and business logic. It validates data types, formats, ranges, dependencies, and business rules, flagging errors, inconsistencies, and anomalies before they propagate downstream. The agent performs cross-field validation, checks referential integrity, detects outliers, verifies calculations, and can validate against external sources or databases. It generates detailed error reports with specific issues and remediation suggestions, supports custom validation rules, and maintains validation audit trails. Essential for data engineers, quality assurance teams, finance departments, and any organization where data accuracy is critical, this tool catches errors before they impact operations, reduces data quality incidents by 90%, prevents costly downstream corrections, and ensures confidence in data-driven decisions across the enterprise.
