Datafold automates data testing and AI-powered platform migrations, using data diffing, CI/CD validation, and adaptive AI to speed migrations and prevent data regressions.

Data migrations and code changes in data warehouses often require extensive manual validation and testing that slows down data engineering teams. Datafold Cloud automates data quality testing, migration validation, and CI/CD workflows by providing cross-database data diffing, column-level lineage analysis, and SQL translation capabilities.