Soda is the comprehensive data quality platform that offers end-to-end data quality management, enabling users to test, observe, and prevent data issues. It combines ML-driven data observability, pipeline testing, and data contracts to streamline data quality at every stage of its lifecycle. Soda fosters collaboration between data producers and consumers in defining high-quality data with the help of agreement workflows, no-code interfaces, and smart AI assistants. Over 100 organizations worldwide use Soda to use data that everyone can trust. Learn more at soda.io