Solutions
Move the GPU. Keep the stack.
Most of your platform stays where it is. We move the GPU compute. VPC interconnect peers our cluster into your AWS, Azure, or GCP VPC; storage is S3-compatible; the BAA, DPA, and SOC 2 paperwork is signable.
What stays
Most of your platform doesn't move.
Your VPC
Direct Connect, ExpressRoute, Cloud Interconnect. Our cluster appears as a route in your existing VPC. CIDR rules, security groups, and ACLs apply unchanged.
Your storage
S3-compatible buckets, Lustre/Weka pools, NFS exports. Bring your existing object IDs; we mount them at the same paths your jobs already use.
Your identity
OIDC and SAML. SSO from your existing IdP. SCIM provisioning. RBAC mapped to your existing groups, audit logs streamed back to your SIEM.
Your secrets
AWS Secrets Manager, Azure Key Vault, GCP Secret Manager. We do not host a separate secrets store — your jobs read from the place they already read from.
Your observability
Datadog, New Relic, Honeycomb, Grafana Cloud. Metrics, traces, and logs ship to the destination your SRE team already runs.
Your code
PyTorch, JAX, NeMo, DeepSpeed, your fine-tuning pipeline. The training script that runs on AWS p5.48xlarge runs unmodified on our B200 nodes.
What moves
One thing changes.
GPU compute
Bare-metal NVIDIA, AMD, or Intel hardware in our facilities, peered into your VPC over a private link. Provisioned in minutes.
Job orchestration (optional)
If you want it. We support Slurm, Ray, k8s, or your own. If you'd rather keep your existing scheduler, we provide the bare metal and the network.
Inference serving (optional)
Move serving to our managed inference endpoints, or keep it where it is. Most customers move training first, then a portion of inference.
Migration plan
Five weeks, one migration engineer.
- 01
Week 1: Scoping
Workload review, VPC topology, BAA/DPA paperwork, capacity plan.
- 02
Week 2: Interconnect
Direct Connect / ExpressRoute / Cloud Interconnect set up. BGP routes, security groups.
- 03
Week 3: Validation
Run your existing workload on a 16-GPU pilot. Measure throughput, cost, and SLO compliance.
- 04
Week 4: Rollout
Cut over a percentage of traffic. Run both clusters in parallel for a week. Monitor and fall back if needed.
- 05
Week 5: Steady state
Decommission the old cluster, finalize cost reports, hand off to the named support engineer.
FAQ
Migration questions.#
Migration
Move the GPU. Keep the stack.
Tell us where the workload runs today. We respond with a five-week migration plan within a week.