Anyscale

Anyscale is the managed platform built by the creators of Ray, the open-source framework for distributed Python and AI workloads. It gives teams a way to scale data processing, model training, hyperparameter tuning, and large-scale inference across clusters without managing the underlying orchestration. Anyscale handles autoscaling, scheduling, and observability so teams can run Ray applications in production reliably.

Anyscale is used by companies building large language models, recommendation systems, and batch AI pipelines that outgrow a single machine. Because it is Ray-native, code written locally scales to thousands of cores with minimal changes, and the platform adds enterprise features like governance, cost controls, and managed clusters on top of open-source Ray.