Track Data Lineage Tools

Code Ocean

Development

The computational science platform for reproducible research and automated R&D workflows.

Dagster

Development

A unified control plane for building, scaling, and observing AI and data pipelines.

DataHub

Data

The DataHub metadata platform gives context for AI to safely manage and use data.

Dremio

Data

The Easy and Open Data Lakehouse Platform built for sub-second SQL queries and Git-like data management.

LabArchives

Electronic Lab Notebook (ELN)

The leading secure, collaborative, and compliant cloud-based Electronic Lab Notebook for modern scientific research.

EnterpriseData AI

Business

The Unified Knowledge Layer for Autonomous Enterprise Intelligence and Sovereign Data Orchestration.

Apache Atlas

Data

Enterprise-grade data governance and metadata management for hybrid-cloud ecosystems.

Apache Falcon

Data

Declarative data governance and pipeline management for the Hadoop ecosystem.

Bigeye

Data

The Enterprise AI Trust Platform built on lineage-enabled data observability.

Select Star

Metadata Context Platform for Data & AI, delivering AI-ready data through automated cataloging, lineage, and semantic models.

Monte Carlo

Data Observability

The first end-to-end Data Observability Platform for AI-ready data reliability.