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Orchestration & Automation

16 tools for orchestration & automation.

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