Orchestration & pipelines
Apache Airflow is an open source platform to programmatically author schedule and monitor workflows.
ClearML is an open source MLOps platform for experiment management orchestration data management and model deployment.
Dagster is a data orchestration platform for developing and operating data assets and pipelines.
Open source orchestration platform for building production grade data machine learning and analytics workflows.
Hydra is an open source Python framework for elegantly configuring complex applications and experiments.
Kubernetes native open source platform for deploying scalable and portable machine learning workflows.
Open source framework for building managing and deploying real life data science and machine learning projects.
Polyaxon is a platform for running managing and scaling machine learning and deep learning workloads.
Prefect is a workflow orchestration platform for building observing and automating data pipelines.
Extensible open source MLOps framework for creating portable production machine learning pipelines.
Automation
No code automation platform for building AI powered workflows with data extraction agents and app integrations
Workflow automation platform for connecting apps APIs databases and AI agents with code or no code
Collaborative automation platform for human in the loop workflows app integrations and AI steps
Automation platform that connects apps and AI workflows through triggers actions and integrations
Visual automation platform for connecting apps data and AI models to build workflows and AI agents without code
Enterprise AI platform for building LLM driven functions agents evaluations and automations over operational data