Datafold is the unified data quality platform that combines proactive, automated data testing and observability to help data teams prevent data quality issues and accelerate their development velocity. Unlike traditional data observability tools that focus on detection, Datafold integrates deeply into the development cycle, preventing bad code deploys and detecting issues upstream of the data warehouse. Datafold supports automated testing during deployment, migrations, and monitoring.