RayDog

The Ease of Ray, Supercharged by YellowDog

Seamlessly scale AI/ML workloads from prototype to production—without infrastructure barriers or code changes.

Try RayDog Today with $500 in Free Cloud Credits

Sign-up now to experience RayDog’s orchestrated compute power – scale AI and ML workloads from prototype to production with ease.

Why RayDog?

Ray is the open-source framework that simplifies distributed AI and ML development.

RayDog takes it further—delivering instant orchestration, intelligent autoscaling, and enterprise-grade reliability through YellowDog’s dynamic workload manager. With RayDog, innovation scales without limits.

The RayDog Advantage

Infrastructure Management

Fully managed compute infrastructure

Scalability

Seamlessly scale from local to 10,000 nodes

Autoscaling

Dynamic upscaling and automated downscaling

Multi-Cloud Support

Provisions across cloud and regions

Cost Optimization

Smart compute bidding + reclamation of idle resources

Security & Compliance

Policy-based governance and protection

Developer Experience

Ray-ready out of the box—no code changes

Observability & Monitoring

Telemetry on performance and cost

Turn Compute Into Competitive Advantage

RayDog enables financial institutions, AI innovators and data-driven research teams to move from managing infrastructure to driving innovation. By combining the ease of using Ray with YellowDog’s orchestrated compute platform, RayDog delivers speed, scale, and efficiency where it matters most.

Accelerate innovation

Scale AI, ML, and quant workloads without code changes.

Reduce time-to-market

Move from prototype to production in hours, not weeks.

Optimize costs

Match compute demand in real time and reclaim idle resources.

Increase resiliency

Burst seamlessly across multi-cloud environments.

Ensure compliance

Maintain data control across regions and regulations.

Empower developers

Focus on modeling, not infrastructure.

Drive ROI

Deliver faster insights and measurable business outcomes.

Build competitive edge

Unlock scale for smarter, faster decisions.

“In quantitative finance, time to market, speed and scale are everything. Ray has become a popular choice for its ease of use and excellent developer experience. Using RayDog to combine it with YellowDog’s powerful compute infrastructure, we can write and test new data processing applications on local datasets, then seamlessly scale them to massive compute power with no code changes. This gives us the power to instantly turn up the dial up when performance matters most — ensuring we hit our objectives while giving our engineers the freedom to innovate faster.”

-Jon Fautley, Head of Cloud Infrastructure, Qube Research & Technologies

Built for Scale, Engineered for Performance

RayDog extends Ray with enterprise-grade orchestration, autoscaling, and infrastructure management from YellowDog—enabling Ray clusters of up to 10,000 nodes with unmatched efficiency and flexibility.

Flexible Cluster Topologies

Supports single AZ, multi-AZ, and multi-region Ray clusters with intelligent provisioning and Spot/on-demand balancing.

RayDog Builder & Autoscaler

Choose between manual or automated scaling modes; integrates seamlessly with Ray’s native Autoscaler via YAML config.

Superior Scale & Stability

Reduces Ray head-node load by abstracting infrastructure; proven stable up to ~10K nodes per cluster.

Cost-Efficient Orchestration

Leverages spot instances with advanced preemption handling and Waterfall provisioning strategies.

Multi-Cloud & Hybrid Support

Build clusters across multiple clouds or hybrid setups using YellowDog Worker Pools.

Enterprise-Grade Tooling

Includes full observability, governance, and API/SDK support for advanced operations.

Dive Deeper: Read the RayDog Whitepaper

Explore how RayDog pushes the boundaries of distributed computing—covering topology options, performance optimisations, and large-scale orchestration techniques for Ray workloads.

Kickstart your RayDog journey with $500 in Free Cloud Credits

Get hands-on with RayDog and experience enterprise-grade Ray orchestration at no cost. We’re offering $500 in free cloud credits to help you build, test and scale your first RayDog workloads today.

Scale Without Limits. Start With RayDog Today.

Accelerate innovation with enterprise-scale compute.