The product is a low latency data observability solution that alerts about data issues, prevents their propagation, and highlights which applications are impacted. The method for achieving automation of data observability at scale is through Data Observability Driven Development (DODD), which allows data teams and data usage to scale efficiently by producing observable information from within the applications. DODD enables data projects with synchronized observability, continuous validation, and contextual observability.