Anyscale

Anyscale is a managed platform built on Ray, the open-source distributed computing framework, that enables data science and ML engineering teams to scale Python workloads including model training, batch inference, and ML serving from a laptop to a large cluster without changing application code. It provides a fully managed Ray cluster environment with autoscaling, monitoring, and cost optimization tools that eliminate the infrastructure management burden of self-managed Ray deployments. AI companies training large models, running large-scale data processing, and serving high-throughput inference use Anyscale to focus on ML work rather than distributed systems engineering.