Astronomer

Elementl

This company develops a data orchestration platform for engineering teams to build, manage, and monitor machine learning and analytics pipelines.

Dagster

This company develops a data orchestration platform for teams to build, schedule and monitor data pipelines and assets.

Dagster (Prefect)

This company provides data orchestration and workflow automation software to data engineering and machine learning teams.

Prefect

This company develops a workflow orchestration platform to help data engineers and scientists automate, schedule and monitor complex data pipelines and AI applications.

ZenML

This company develops open-source tools to orchestrate and test artificial intelligence pipelines and agents on existing infrastructure for enterprise engineering teams.

Kestra

This company develops an open-source orchestration platform for engineers to automate and manage data, infrastructure, and business workflows across various environments.

DATA PIPELINE MANAGEMENT

This company develops an AI-powered data infrastructure platform for organisations to process, integrate and analyse complex datasets at scale.

Pachyderm

This company develops data versioning and pipeline software for machine learning teams to automate and track reproducible artificial intelligence workflows.