Anyscale

Anyscale is a platform for building and running distributed applications using Ray, the open-source framework for scaling Python and AI workloads. It provides managed infrastructure for ML training, inference, and data processing. Key features include managed Ray clusters with automatic scaling, serverless compute for batch and streaming jobs, distributed training for large models, production-grade inference serving, integration with popular ML frameworks, multi-cloud support (AWS, GCP, Azure), cost optimization with spot instances, monitoring and observability tools, and collaborative workspace for teams. Anyscale is used by companies like OpenAI, Uber, and Amazon for scaling ML workloads, training large models, running batch inference, and building distributed applications.