Organizations Using Ray

amazon-logo
uber-logo
wild-life-logo
open-ai-logo
visa-logo
dow-logo
ricardo-logo
ant-group-logo
dendra-systems-logo
amazon-logo
uber-logo
wild-life-logo
open-ai-logo
visa-logo
dow-logo
ricardo-logo
ant-group-logo
dendra-systems-logo
amazon-logo
uber-logo
wild-life-logo
open-ai-logo
visa-logo
dow-logo
ricardo-logo
ant-group-logo
dendra-systems-logo

Why everyone is turning to Ray

Ray is an open source, unified distributed framework that makes it easy to scale AI and Python applications. It provides a single compute framework for data loading....

  • Easy Scaling
    • Scale from a laptop to thousands of servers
    • Develop and scale in production, with zero code changes
  • A Unified Framework
    • Supports all workloads - data loading, training, tuning, reinforcement learning, model serving
    • Develop, test, and productionize - in one framework
  • Open Platform
    • Integrate with the ML ecosystem, any ML library, data platform & workflow orchestrators
    • Run on any cloud, Kubernetes or on a laptop

The enterprise-ready, fully managed Anyscale Platform

The scalable compute platform from the creators of Ray that eases building, deploying, and managing scalable AI and Python applications on Ray.

Orchestration

Experiment management

Hyperparameter Tuning

Training

Data / features

Serving / Applications

Explainability / Observability

Any cloud

One Unified Scalable Framework

Effortlessly scale all workloads from data loading to training to hyperparamer tuning, to reinforcement learning and model serving. Learn more about all capabilities and the Ray AI Runtime (AIR).

Organizations globally are using Ray and Anyscale for diverse solutions from recommendation systems, to supply-chain logistics optimization to pricing optimization, virtual environment simulations, and more.

Anyscale is a fully managed scalable Ray compute platform that provides the easiest way to develop, deploy and manage Ray applications.