Research groups
Students graduate. New members join. Accounts, software, and data need a clean handoff.
PROFESSIONAL SERVICES / TEAMS & LABS
We help labs and engineering teams choose dedicated cloud or on-prem hardware, set up the environment, and hand it over ready for daily work. On-prem setup and support are delivered remotely.
BUILT FOR TEAMS
New hardware or an existing server: the right setup depends on your workloads, users, and where your data needs to live.
Students graduate. New members join. Accounts, software, and data need a clean handoff.
Instrument data and analysis jobs run for months. The environment cannot depend on one person.
Shared GPUs need clear scheduling, software versions, and storage rules.
Data location, access, and procurement need to be defined before the hardware arrives.
The blockers
The hardware can be right and the system still hard to use.
The OS, drivers, or research software still need setup. A new team member has to repeat it.
Who can see data, install software, or use the GPU? A chat thread is not an access policy.
Your team handles data transfer. We prepare the target environment, accounts, and access.
Monitoring, backups, updates, and support need an agreed owner.
How we solve them
Already have a server? We can start with what is there.
We review software, data volume, users, and budget before specifying CPU, GPU, memory, and storage.
A configuration and quote your team can evaluate.
We install the agreed OS, drivers, and software, then document versions and account handoff.
New members have a clear starting point.
We set up accounts and permissions, and define who handles backups, monitoring, and changes.
A clear path when something needs attention.
We check power, network, and access requirements remotely, then guide the initial setup and environment configuration.
We validate the agreed workload and hand over the setup remotely.
PRICING
Cloud is an annual subscription. On-prem is a hardware purchase. They solve different needs and run on different billing cycles.
CLOUD / DEDICATED TO YOUR TEAM
From $8,600/ year
Pay for a dedicated cloud server instead of buying hardware. A practical start for teams whose workloads are still changing.
YOUR SITE / YOUR HARDWARE
$30,000starting price · hardware purchase
A desktop compute system at your site for teams that need local data control and long-term capacity.
On-prem hardware also needs power, network, and space. One year of remote service is included with hardware; support after that is available for a fee. Final configuration and service terms are set out in the agreement.
REFERENCE ARCHITECTURE
Choose dedicated cloud or on-prem hardware based on your workloads and data requirements. We define the environment, access, and remote support scope with you.
Users · software · data location
Servers and storage in the cloud
Compute & storage | Dedicated compute and storage
Runtime | OS, drivers, agreed software
Team access | Accounts and permissions
Annual subscription. No hardware purchase.
Hardware and storage at your site
Compute & storage | Desktop compute, sized to the workload
Runtime | OS, drivers, agreed software
Team access | Accounts and permissions
One-time purchase. Your team owns the hardware.
Available for either model: configuration planning, environment setup, workload validation, and remote troubleshooting of hardware and infrastructure software.
Reference architecture. Hardware, access controls, and support scope are defined for each project.
Tell us about your workload
How many people will use it? What software and workloads matter? Do you already have hardware? Share the rough picture and we can recommend cloud or on-prem before getting into a quote.