Found free AI software-Union Cloud and Pneumatic Workflow-AI

Union Cloud is a hosted workflow orchestrator built on Flyte. It empowers machine learning product teams to confidently build, manage, and monitor powerful, reliable, and scalable data and machine learning pipelines without worrying about the underlying infrastructure. It is an infinitely scalable workflow platform that unifies data and machine learning pipelines, people, and processes while reducing compute costs and time to value. It supports hybrid and multi-cloud data ecosystems and serves as the foundation for rapid data, AI, and analytics development and deployment. Union Cloud also provides efficient workflows, including caching, task-aware resource allocation, and other features to optimize resources.

The main features of Union Cloud include: 1. Simplifying the workflow of AI, data, and analytics, reducing the cost and time of development and deployment. 2. Unifying data and machine learning pipelines, personnel, and processes to improve collaboration efficiency and data quality. 3. Supporting hybrid and multi-cloud data ecosystems, providing a scalable workflow platform. 4. Providing efficient workflows, including caching, task-aware resource allocation, and other features to optimize resources.