Scattered GPU resources across projects and rigid quotas lead to wasted capacity and user frustration.
What’s holding ML teams back today?

HOW ORI HELPS
Set your teams up for success
Secure and flexible multi-tenancyDedicated workspaces for every team, backed by AI infrastructure that’s private to your organization
Platform for the entire ML lifecycleTools to experiment, train and serve models at any scale, with easy integration via CLI, SDK, and API-first design
Built-in observability & cost attributionTrack GPU usage by user, team, or project. Set quotas. Enable internal chargebacks with confidence
WHY ORI?
Empower every team to build fast, without compromising on control, security or cost
- SAVINGS40%Cost reduction via smarter quotas and higher utilization.
- ONBOARDING90%Faster onboarding with user provisioning in hours, not weeks.
- EFFICIENCY70%70% less Ops overhead so you can support more ML teams.
THE ORI PLATFORM
Key capabilities
- MAXIMUM EFFICIENCYCompute pooling
Consolidate GPUs and accelerators from multiple silicon vendors into an optimized resource pool to maximize utilization
- ENHANCED FLEXIBILITYCapacity allocation
Enable fair GPU resource sharing among teams, while supporting burst capacity to avoid idle infrastructure
- ROBUST SECURITYBuilt-in controls
Enforce strict access controls, usage policies, and robust security measures to keep your data and workloads protected







