GPU Cloud to AWS Migration Assessment by Firemind
GPUs on a neocloud? See how your training and inference would run on AWS.
A free, read-only assessment of the AI training and inference you run on specialist GPU clouds. Clusters, accelerators, storage and job patterns mapped to AWS, with a migration plan and an honest comparison with today.
Subscribe, connect, assess, read out.
Start free on AWS Marketplace.
Subscribe to the listing at $0. No card, no commitment, and nothing to sign before you see the result.
Read-only, nothing installed.
A read-only API credential where your provider offers one; for Kubernetes-based clusters, a credential bound to the built-in view role, which excludes Secrets; or an uploaded inventory export.
Every workload mapped to AWS.
Firemind’s IT Operations Engine maps each workload to an AWS target with a recommended path (rehost to refactor, retain or retire), dependencies, blockers and a draft wave plan.
The plan, with an architect.
A readout with a Firemind cloud architect, right-sized AWS estimates and a summary for a Migration Acceleration Program (MAP) Assess conversation with your AWS account team.
What you get back
- An inventory of every workload in scope, grouped into applications by dependencies and tags
- A recommended migration path per workload, with the AWS target and the reasoning behind it
- Dependencies and blockers, each with the evidence behind it
- Accelerator, scheduler and storage choices on AWS for each cluster and job pattern
- A like-for-like comparison with today, including the cases where staying put is the better answer
- A draft wave plan, with lower-risk workloads moving first
- Right-sized AWS estimates for the AWS Pricing Calculator, including the post-migration annual run rate
- A run-readiness view of what each workload needs to operate on AWS
- A readout with a Firemind cloud architect and a summary for a MAP Assess conversation
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, metadata only. You can see exactly what we can see.
The connection scripts and templates are provided in full so your team can review them before running anything. Nothing is installed in your estate.
- GPU cloud
- Read-only API credential, the Kubernetes view role, or an uploaded export
- Out of scope
- Training data, model weights, checkpoints and secrets
- AWS (optional)
- A read-only role via Quick Launch: SecurityAudit and ViewOnlyAccess, with explicit denies on data
- Never read
- Object contents, database rows, secrets or key material
- Write access
- None. Remediation is switched off
- To end it
- Revoke the credential, or ask us to delete the upload
Why through AWS Marketplace
Subscribe in minutes
From the AWS account you already have, with nothing to sign up for elsewhere.
AWS’s standard terms
Procured on AWS Marketplace’s standard terms, not a new contract to review.
No new supplier
If you go further, it’s billed on your existing AWS invoice. Nothing new to set up.
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 assessment would cover, then you decide whether to go ahead on AWS Marketplace.
Your migration may be eligible for AWS funding programmes, so ask us.