INTELLIGENT SCHEDULING & ALLOCATION

The ROI Engine for your AI Cloud.

Our intelligent scheduler turns raw compute into a hyper-efficient service, enabling you to run more workloads with less hardware.

Dive Deep

Turn raw compute into a smarter cloud

  • Get more out of every GPU

    Assign exactly the right capacity per job and cut idle spend.

  • Elastic by design

    Scale training, inference, and burst workloads without rewriting pipelines.

  • One cluster, many uses

    Run training and serving together, extend hardware life, and save on capex.

Built for
Cloud Builders

  • AI labs & startups

    Looking to monetize their GPU clusters.

  • Enterprises

    Standing up private AI clouds for teams.

  • HPC operators

    Delivering AI as a service.

  • Other providers

    Providers offering mixed training, inference, and data-heavy workloads in one environment.

Why Ori is a smarter choice than stock schedulers

  • GPU-optimized scheduling

    Unlike stock Kubernetes, Ori’s GPU-aware scheduler dynamically assigns resources at the job or container level.

  • Bin packing for nodes

    Minimizes node fragmentation by intelligently placing jobs and ensuring GPUs are fully utilized.

  • Maximize GPU density

    Run up to 7 workloads per GPU securely and efficiently, all without extra configuration.

Smart scheduling
that pays for itself

  • Multiply your hardware value

    Train today, serve tomorrow, all on the same cluster.

  • Fractional GPUs, fully supported

    Securely segment and share GPUs across workloads.

  • Future-proof operations

    One scheduling engine that evolves with your AI workloads and customer needs.

Build a smarter AI cloud
with Ori’s intelligent scheduler

Start Building