GPU Infrastructure, Built Right and Kept Running
Vendor-neutral consulting, architecture, sourcing, deployment, and third-party maintenance for GPU environments. Whether you’re building something new or keeping what you own in production, one partner covers the full lifecycle.
The Realities of Running GPU Infrastructure
GPU servers are some of the most valuable hardware in your estate. They’re also the hardest to get, and the hardest to replace.
“Our GPU servers are coming off warranty, and the renewal quote is hard to justify.”
“New hardware is a long way off. What we have needs to keep running until it arrives.”
“We’ve been asked to stand up an AI environment, and we’re not sure where to start or where to get the hardware.”
Getting GPUs Into Production Is Hard. Keeping Them There Is Harder.
Whether your GPUs run AI models, research workloads, or analytics, every hour they’re down, or still waiting to be deployed, is output you don’t get back. New hardware is harder to get and costlier to buy, so it needs to be specified right, deployed right, and supported for as long as possible.
Plan It Right
Independent advice and vendor-neutral architecture before you commit to new hardware.
Get It Live
Sourcing, testing, and deployment from the loading dock to production.
Keep It Running
Break-fix, parts, and support that continues after the manufacturer’s warranty ends.
Built Where Downtime Isn't an Option
For decades, we have maintained the hardware behind some of the most time-sensitive, business-critical environments in the world. Some of the world’s top banks trust us to keep their data centers running, where a few minutes of downtime can cost millions.
Our Own Engineers:
direct labor, security-cleared and in-country, never subcontracted.
Parts Close to You:
forward stocking locations near the world’s major technology hubs.
Nothing Unverified:
new and replacement parts tested in our own secure labs before they reach your environment.
Full Visibility:
every ticket, part, and SLA tracked through eMaintech.
Maintech: Proven in the Most Critical of Environments
For more than two decades, global organizations have trusted Maintech to keep critical data center estates running, with fast P1 repair SLAs and one accountable partner across every site.
88,000
servers & storage devices, 28 countries
One Accountable Partner for a Tier-One Bank’s Global Data Center Estate
A 2-hour P1 repair SLA, 24×7, with SLA performance above 97%, since 2005.
400
data center sites, 32 countries
Tighter Security and Asset Control Across 400 Data Center Sites
120 dedicated technicians supporting 83,000 devices, 24×7, since 2003.
90,000
devices, 1,000 secure sites
One Repair Model for 90,000 Devices Across 1,000 Secure Sites
A consistent 4-hour P1 repair SLA across 35 countries, every manufacturer.
GPU servers are now among the most valuable hardware in mid-market and enterprise data centers. They deserve the same standard of care as any other business-critical system.
We bring the maintenance practice trusted by global banks to GPU environments, and extend it across the full lifecycle: from requirements and design to sourcing, deployment, and long-term support. Your own data center, colocation, or private cloud.
One Partner Across the GPU Lifecycle
Plan and Design Your GPU Environment
Independent advice before you commit to new hardware.
- Requirements gathering and RFP scoping
- Vendor-neutral solution architecture
- Power, cooling, and space checks for your data center or colocation suite
- A frank view on whether to extend, refresh, or expand
Source and Deploy New GPU Infrastructure
The right hardware, tested and in production.
- GPU servers and components sourced across manufacturers [TO CONFIRM]
- Functional testing and firmware checks before anything ships to site
- Deployment from the loading dock to production by our own engineers [TO CONFIRM]
- Handover straight into ongoing support under one SLA
Maintain and Extend What You Already Run
Keep support in place, during and after the manufacturer’s warranty.
- A cost-effective alternative to OEM warranty renewal
- Health checks and break-fix by security-cleared engineers on site
- Lab-tested spares held close to your sites
- One SLA across your GPU servers and the rest of your hardware
Tested Before It Touches Production
Every GPU and component we supply or install is tested in our own secure labs first. That includes brand-new equipment you want checked before it enters a live environment and parts refurbished for redeployment under our maintenance services.
New and refurbished hardware functionally tested before it ships to site
Firmware checked and updated before deployment
Refurbished parts verified before they're redeployed
No unverified parts in your data center
How It Works
Free Initial Consultation
We look at where you are today: the health of any existing GPU environment, your warranty and support position, and what you need next.
Clear Recommendations
Extend what you have, move to third-party maintenance, or build something new, with a frank view of each option.
Solution Architecture, If You Need It
For new or expanded GPU environments, a paid consulting engagement that turns your requirements into a detailed, vendor-neutral design.
Sourcing, Deployment, and Support
We source and test the hardware, deploy it into production, then maintain it, with spares, under one SLA.
What the Free Consultation Covers
- The health of any GPU environment you run today
- Options to extend its life, including third-party maintenance
- Sourcing options for new GPU hardware, and parts availability for what you run now
- Requirements, design, and RFP scoping for a new or expanded environment
Why Maintech for GPU Infrastructure
Decades of hardware maintenance
The same team that keeps some of the world’s most demanding data centers running.
Vendor-neutral advice
We’re not tied to any one manufacturer, so we recommend and source what fits your workload, not a vendor’s line card.
Our own technicians
Direct labor engineers, security-cleared and in-country.
Security at the heart of everything
Tested parts, cleared engineers, and controlled access to your environment.
Global delivery, local accountability
In-country teams and forward stocking near major technology hubs.
Flexible engagement
Take a single service or the full lifecycle, with labor-only, parts-inclusive, or hybrid support built around your budget.
Frequently Asked Questions
Can you source GPUs for us?
Yes. We source GPU servers and components [TO CONFIRM: across manufacturers / through our partner network], test them in our own labs, and deploy them into production. Because we’re not tied to a single manufacturer, what we recommend is based on your workload, power, and budget.
Can you support GPU servers after the manufacturer's warranty ends?
Yes. Third-party maintenance gives you break-fix, lab-tested parts, and on-site engineers under one SLA as a cost-effective alternative to renewing with the manufacturer.
Can you test and deploy new GPU hardware?
Yes, whether we sourced it or you did. We test and firmware-check new equipment in our secure labs, then deploy it on site and support it from day one.
What does the free consultation cover?
The health of your current GPU environment, options to extend its life, parts availability, sourcing options for new hardware, and transition planning, including scoping your requirements or an RFP. There’s no cost and no obligation.
What's the difference between the consultation and solution architecture?
The consultation is a free conversation about where you are and the options open to you. If you’re designing a new or expanded GPU environment, solution architecture is a paid consulting engagement that turns your requirements into a detailed, vendor-neutral design.
Can you work alongside our in-house team or manufacturer?
Yes. We regularly extend in-house teams and work alongside manufacturers, resellers, and colocation providers.
Where can you support us?
Our in-country engineers support sites across the Americas, Europe, and Asia Pacific, with regional offices in the US, UK, and Singapore.
Can we use you for just one part, like deployment or maintenance?
Yes. Take a single service or the full lifecycle. Whatever you start with can roll into ongoing support under one SLA.
Book Your Free GPU Consultation
Tell us about your GPU environment, or the one you’re planning, and what you’d like to achieve. A Maintech specialist will be in touch within one business day.
- A free, no-obligation conversation about your GPU environment
- Vendor-neutral advice, never tied to a manufacturer
- We'll talk through your options and what makes sense next