The best Amazon DataZone alternatives

Atlas suits teams that want versioned schema and migration workflows across programming languages and CI/CD systems.

Apache Atlas suits teams that need to catalog and govern data metadata, classify assets, and trace lineage.

Catalog is intended for data engineers and analysts, with a design intended for use across an organization without training.

ODD is intended for data teams of any size, including enterprises, small and midsize companies, and data science teams.

Grai suits people who need to trace data relationships across systems and validate how changes affect downstream data.

Collate suits data teams seeking metadata, lineage, and AI tools across varied data platforms.

Data engineers and developers who need table- or column-level SQL lineage in self-hosted or Linux environments.

It suits organizations seeking a data catalog and governance platform that connects technical assets with business definitions and organizational…

It suits organizations that need to unify customer profiles and activate permissioned data across engagement systems.

Spline may suit teams that need to document data flows from Spark or Python pipelines and view lineage in a web UI.

Alex Solutions is aimed at large organizations with complex or regulated data environments.