Turnkey AI Servers and Private AI Infrastructure

From a hardware specification to a working AI environment. Bercman Engineering helps you source GPU servers, configure the software and bring your infrastructure into use, with deployment and support matched to your team.

For organisations with a defined AI workload, a purchasing plan or infrastructure that needs to work better.

Illustration of a server rack with network, GPU compute, storage and power units NETWORK GPU COMPUTE STORAGE POWER
Illustration

Three ways to start

  1. 01

    I know the specification

    Send us your server specification or bill of materials. We will review your requirements and prepare a quotation covering the available configuration, delivery terms and manufacturer support. Add installation, software configuration and commissioning where you need them.

    Quoted individually

    Availability and delivery dates are confirmed in the quotation.

    Request a hardware quote
  2. 02

    I know the workload

    Know what you want to run, but not which system to buy? Our AI Infrastructure Assessment turns your workload, budget and deployment constraints into a practical purchasing plan. We assess whether dedicated hardware, a smaller system or cloud capacity best fits your use.

    €1,500 excluding VAT

    Includes a requirements workshop, up to 10 hours of engineering work and a written configuration and deployment recommendation for one agreed workload. Scope and start date are confirmed before payment.

    Request an assessment
  3. 03

    I already have hardware

    Get help connecting the hardware, software and operating environment. We can scope GPU server setup, software configuration, diagnostics, storage and network integration, or ongoing support for your existing installation.

    €1,000 excluding VAT

    Start with a Diagnostic Sprint, including up to 6 hours of remote engineering work on one server. You receive findings, any agreed changes and a clear next step. Larger integration assignments are quoted separately.

    Request technical support

Hardware catalogue

Eight-GPU NVIDIA HGX B300 servers

Four 8U platforms built around the same GPU core. Choose by processor, memory and power design, or let us recommend one for your workload. Every system is sourced, configured, tested and handed over by our engineers.

  • 8 ×NVIDIA B300 SXM GPUs on HGX B300 NVL8
  • 2,304 GBHBM3e GPU memory, 288 GB per GPU
  • 8 × 800 Gb/sNVIDIA ConnectX-8 SuperNIC, OSFP
  • 8UAir-cooled, NVLink and NVSwitch
GIGABYTE G894 chassis, front three-quarter view with fan wall 01 / GIGABYTE

Configuration 01 · Intel Xeon 6

GIGABYTE G894-SD3-AAX7

An 8U air-cooled HGX B300 platform on Intel Xeon 6, with 2 TB of system memory and front-accessible Gen5 NVMe storage.

Processor
2 × Intel Xeon 6768P, 64 cores each
Memory
16 × 128 GB DDR5 ECC RDIMM · 2,048 GB
System drive
2 × 960 GB enterprise M.2 NVMe
Data drives
4 × 3.84 TB enterprise 2.5″ NVMe Gen5
Management
Integrated 2 × 10GbE
Power
12 × 3,000 W Titanium hot-swap PSUs

Quoted individually

Request a quote
GIGABYTE G894 chassis, front three-quarter view with fan wall 02 / GIGABYTE

Configuration 02 · AMD EPYC

GIGABYTE G894-ZD3-AAX7

The same 8U GIGABYTE chassis on AMD EPYC, with 12 memory channels per CPU and 3 TB of system memory for data-heavy pipelines.

Processor
2 × AMD EPYC 9555, 64 cores each
Memory
24 × 128 GB DDR5 ECC RDIMM · 3,072 GB
System drive
2 × 960 GB enterprise M.2 NVMe
Data drives
4 × 3.84 TB enterprise 2.5″ NVMe Gen5
Management
Integrated 2 × 10GbE
Power
12 × 3,000 W Titanium hot-swap PSUs

Quoted individually

Request a quote
ASRock Rack 8U16X-TURIN2 B300 with the GPU tray pulled out 03 / ASRock Rack

Configuration 03 · AMD EPYC

ASRock Rack 8U16X-TURIN2 B300

ASRock Rack’s 8U HGX B300 system on AMD EPYC, with 3 TB of memory across 12 channels per CPU and split 6 + 6 power.

Processor
2 × AMD EPYC 9555, 64 cores each
Memory
24 × 128 GB DDR5 ECC RDIMM · 3,072 GB
System drive
2 × 960 GB enterprise M.2 NVMe
Data drives
4 × 3.84 TB enterprise 2.5″ NVMe Gen5
Management
Integrated 2 × 1GbE, optional 25GbE
Power
12 × 3,000 W CRPS Titanium (6 + 6)

Quoted individually

Request a quote
04 / Supermicro

Product images available on request

Configuration 04 · Intel Xeon 6

Supermicro SYS-822GS-NB3RT

Supermicro’s 8U HGX B300 system on Intel Xeon 6, with DDR5-6400 memory, E1.S NVMe storage and fewer, larger 6,600 W power supplies.

Processor
2 × Intel Xeon 6768P, 64 cores each
Memory
16 × 128 GB DDR5-6400 ECC RDIMM · 2,048 GB
System drive
2 × 960 GB enterprise M.2 NVMe
Data drives
4 × 3.84 TB enterprise E1.S NVMe
Management
Integrated 2 × 10GbE
Power
6 × 6,600 W Titanium hot-swap PSUs (3 + 3)

Quoted individually

Request a quote

Configurations are indicative and used to estimate price, availability and delivery time. The final configuration is confirmed after commercial offers are received and component compatibility is verified. Product images: GIGABYTE and ASRock Rack.

What you can purchase

  • GPU server supply
  • Workload and configuration assessment
  • Rack and server integration
  • Software installation
  • Testing and commissioning
  • Administrator handover
  • Agreed ongoing support
  • Start an enquiry

A working environment with a clear handover

We agree the configuration, software environment and acceptance tests before deployment. Depending on your project, delivery can include server or rack integration, a supported Linux and GPU software stack, storage and networking, monitoring, and an example workload tested with your team. You receive configuration records and operating instructions.

  • Example workload tested with your team
  • Monitoring
  • Storage and networking
  • Supported Linux and GPU software stack
  • Server or rack integration
  • Configuration records and operating instructions

How it works

  1. 1

    Tell us what you need

    Share your specification, workload or current technical issue.

  2. 2

    Agree the scope

    We confirm the configuration or engineering work, responsibilities, price and timetable.

  3. 3

    Source and deploy

    We coordinate supply and carry out the agreed integration and validation.

  4. 4

    Start using the system

    Your team receives a tested environment, a documented handover and the support options agreed for your project.

Frequently asked questions

Do I need an eight-GPU system?

That depends on your workload, required memory, performance targets and utilisation. We assess smaller systems and cloud options where they are a better fit.

Can you work with hardware we already own?

Yes, subject to a review of the platform, access requirements and support status. We scope the work before you commit.

Will the system arrive ready to use?

We can supply a configured and tested system or commission it at your site. We agree site requirements, software, credentials and acceptance tests in advance. If you require factory-sealed delivery, setup takes place after delivery.

Do you train our AI models or build our agents?

The core service provides the infrastructure and agreed software environment. Model training, application development and data preparation can be considered as separate projects.

Who handles warranty and ongoing support?

Your quotation identifies manufacturer hardware coverage and any Bercman support services. Onsite service and response commitments depend on the selected contract and installation location.

How quickly will you respond?

Our enquiry response target is the end of the next business day. We work Monday–Friday, 09:00–17:00 Europe/Tallinn, excluding Estonian public holidays. Project start and delivery dates are agreed separately.

Tell us what you need to run

Send your specification, describe the workload or explain the issue with your current hardware. We will help you identify the next practical step.

Please do not send passwords or sensitive datasets through this form.

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What best describes you?

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