GPU Cloud to AWS Migration by Firemind
Move training and inference to AWS, benchmarked before anything moves.
Firemind moves your GPU cloud workloads to AWS, from a MAP-aligned assessment through landing zone, migration and operations. Capacity, accelerator choice and performance are planned and benchmarked first.
Assess it, move it, then we run it.
A plan you can take to finance.
MAP-aligned discovery and readiness, a path per workload, a business case with an AWS Pricing Calculator estimate, and a wave plan.
Landing zone and a pilot wave.
Landing zone readiness, detailed plans for the first waves, a pilot migration, and MAP tagging from day one.
Wave by wave, as governed code.
Training and inference move wave by wave, onto the accelerators and capacity benchmarked in the assessment, with acceptance tests on your own jobs and a tested rollback.
Then we run it.
The same Engine handles monitoring, incident remediation, patching and end-of-life runtimes, with high-risk changes waiting for a named approver.
What’s in scope
- A MAP-aligned readiness assessment, a path per workload, a business case and a wave plan
- Capacity and accelerator choice planned and benchmarked before anything moves
- Clusters and schedulers rebuilt on AWS (for example SageMaker HyperPod for training, Amazon EKS for inference)
- Data and checkpoints moved and validated
- Acceptance tests on your own jobs, and a tested rollback for every wave
- Operations by the same Engine once each wave lands
Whatever happens, you're no worse off.
We designed this so there is no outcome where you lose. Here is every way it can go.
Done before
“I've started this initiative five times and never succeeded.”
The Engine finished that tagging compliance initiative in under nine minutes.
Firemind is ISO 27001:2022 certified. AWS, NVIDIA and Anthropic partner.
Read-only on the source. Every change on AWS run as code, under your rules.
Firemind connects through an IAM role you deploy with AWS CloudFormation, using temporary credentials. Pilot scopes run from Firemind’s AWS environment; in production the Engine runs in your own accounts.
- Source platform
- Read-only access to the GPU cloud account, clusters and job history
- AWS
- An IAM role you deploy, temporary credentials only
- Changes
- Planned, raised as code and run under your change rules
- Cutovers
- Wait for a named approver, with a tested rollback
- Audit
- Immutable audit trail plus your AWS CloudTrail
Why through AWS Marketplace
On your AWS invoice
Billed through your existing AWS account, alongside everything else you run.
AWS’s standard terms
Procured on AWS Marketplace’s standard terms, so procurement has seen them before.
No new supplier
Nothing new to set up as a supplier. Accept the private offer and start.
Prefer to talk first, or not on AWS yet?
Fill this in and a Firemind engineer replies the next working day. We'll talk through your estate and what the engagement would cover, then you decide whether to go ahead on AWS Marketplace.
Your migration may be eligible for AWS funding programmes, so ask us.