Mage

Prefect

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

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.

Hatchet

This company provides an open-source orchestration platform for developers to manage and scale AI agents, background tasks and mission-critical workflows.

ZenML

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

Astronomer

This company provides a managed data orchestration platform for enterprise data teams to build, run and monitor complex data and machine learning pipelines.

Matia

Matia provides a unified data infrastructure platform for engineering teams to manage ingestion, reverse ETL, observability and cataloguing for artificial intelligence applications.

Kestra

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