AI compute
Describe model size, inference or training needs, software stack and existing server. GPU memory is only one constraint: power delivery, cooling, PCIe layout and supported software also matter.
Start with the workload.
Build a useful hardware brief around your goals. We keep requirements explicit and compatibility subject to technical review.
Discuss your project
Server and memory upgrades
Record the exact platform, installed modules and target capacity. DDR5 generation alone does not establish module compatibility; population rules and platform support require manufacturer guidance.
Storage expansion
Identify bays, backplane, controller and required interface. Separate usable capacity from raw drive capacity and describe performance or endurance requirements without assuming a particular configuration.
Virtualization infrastructure
Describe virtual-machine counts, memory needs, storage design and licensing constraints. Hardware selection can then be reviewed against the supported hypervisor and existing environment.
Tell us what you’re building.
A part number, an upgrade plan, or a question. Let’s start there.