Datafold is a company that develops a data observability platform that prevents data outages by stopping data quality issues before production. Its data diff solution provides regression testing, visual comparison, validation, and automatic data monitoring for extract, transform, and load (ETL) processes. The company also offers column-level lineage for the data stack with structured query language (SQL) compilers, pipelines, accelerated migrations, and other solutions.