Anyscale

Anyscale is built by the team that created Ray, the open-source framework used to scale Python and AI workloads across many machines. Its platform makes running Ray clusters easier, with managed infrastructure and monitoring. Companies use it to train large models, run batch inference over huge datasets and serve models in production. Ray handles the distributed work, so engineers can write code that looks like a normal Python program. Anyscale is paid, with a trial and enterprise options. It is aimed at teams whose AI workloads have outgrown a single machine.