Define requirements
Which models will you run? How many people or processes will access them at the same time? We review workloads, data volumes and intended usage.
BERGAL KI WELT / AI servers
Your models.
Your computing power.
Buy or rent AI servers. Infrastructure that fits your applications, budget and operating model.
Plan your projectThe right hardware starts with the right questions.
Model size, concurrent access and response times determine demand. We translate these requirements into a considered plan for GPU capacity, memory, storage and networking.
Size the hardware
GPU memory, computing power, system memory and storage need to work together. The specification follows your actual application.
Plan operations
Power, cooling, networking, access and maintenance are part of the plan. Responsibilities and requested support are recorded in the proposal.
Buy or rent?
Your budget, expected period of use and operating responsibilities determine the right choice.
| Decision | Buy a server | Rent a server |
|---|---|---|
| Funding | Investment in your own hardware | Recurring charges as agreed |
| Planning | Ownership and long term usage | Define term and usage in the contract |
| Operation | Agree on location and responsibilities | Agree on operating scope and support |
| Changes | Plan hardware upgrades | Agree on changes and upgrades contractually |
A clear starting point
What we clarify
for your project.
- Intended models and applications
- Expected usage and data volumes
- Preferred location and access rules
- Purchase or rental preference
- Budget range and intended start