Prefect

Dagster (Prefect)

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

Dagster

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

Astronomer

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

Kestra

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

Hatchet

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

Elementl

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

ZenML

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

Mage

Mage provides a data engineering platform and orchestration tool for developers to build and manage data pipelines and artificial intelligence applications.