Deploy into your own OCI tenancy, on the bare-metal GPU shapes you already hold, inside your VCN. Your data, models, and inference stay in your tenancy and your network. Saturn Cloud adds the platform layer: managed fine-tuning, inference endpoints, per-token metering, and multi-tenant governance.
Why OCI + Saturn Cloud
Oracle Cloud Infrastructure gives you the bare-metal GPUs, RDMA networking, and storage. Saturn Cloud gives your teams a managed AI development and serving platform on top of it, instead of months spent assembling one internally.
Saturn Cloud installs into your OCI tenancy on OKE, using OCI IAM, your VCN, and your security lists. Data stays in your Object Storage and your network. You keep your Universal Credits and capacity reservations.
Fine-tune open models (full-weight or LoRA), deploy to OpenAI-compatible inference endpoints, and meter usage per token. Managed environments, distributed training, scheduled jobs, and experiment tracking, all from one interface.
Run on BM.GPU H100 and H200 shapes and A100 bare-metal shapes on OCI's RDMA cluster network. Saturn Cloud sets the torchrun and DeepSpeed environment variables, coordinates multi-node jobs, and reclaims idle GPUs automatically.
Sign in with OCI IAM. RBAC, shared projects, and cost tracking are included, so access and usage attribution match the identity system you already run.
How it works
Bare-metal GPU shapes, RDMA cluster networking, OKE, OCI IAM, VCN, and Object Storage. OCI already manages the hardware and Kubernetes control plane. You keep full control over networking and security policy.
Deploys onto your OKE cluster inside your tenancy. Engineers self-service their own fine-tuning jobs, inference endpoints, and training runs. No YAML, no cluster administration, no DevOps bottleneck.
Log in, pick a GPU, upload a dataset. Fine-tune a model, deploy it to an inference endpoint, and start serving tokens. Pre-configured with CUDA, drivers, and standard AI frameworks.
The difference
| Building internally on OCI | Saturn Cloud on OCI |
|---|---|
| Months of engineering to assemble fine-tuning pipelines, inference serving, and per-token metering | Production-ready platform deployed in your tenancy in days |
| Custom OCI IAM integration, access controls, and per-team resource management | OCI IAM SSO, RBAC, shared projects, and cost tracking included |
| Multi-node training coordinated by hand across bare-metal shapes and RDMA | torchrun and DeepSpeed environment variables set automatically |
| GPU idle time from manual provisioning and no automatic reclamation | Automatic idle detection and shutdown with GPU shapes reclaimed when unused |
| No usage attribution across users and projects | Usage tracking and cost allocation per user and project out of the box |
| Locked to a single environment | Same Saturn Cloud experience on-prem, neocloud, or another hyperscaler |
Saturn Cloud resolved my demand for high-performance cloud GPUs and it significantly saved me time. My performance increased by double compared to my previous experience.
— Sara F, Developer