Compute infrastructure · Arbon, Switzerland

Engineering for
extreme compute loads.

BNE AG plans, builds and operates compute clusters for organizations whose AI models, simulations or cryptography workloads push traditional IT to its limits – at our Swiss site, fully managed, with stable energy prices.

Use cases Initial consultation
Systems
High-performance computing
Site
Swiss data center
Operations
24/7 monitoring & operations

Who it’s for

For compute loads that matter strategically

BNE AG is the right choice for teams whose compute load is strategically relevant and operationally demanding: businesses, research groups, AI teams, engineering departments and security-critical organizations.

AI models with high resource requirements

Training, fine-tuning and inference of large models that require massive parallelization.

Simulations & numerical methods

Financial models, material simulations, optimization methods or risk analyses.

Cryptography & security

Compute-intensive encryption, verification or analysis processes.

Data-driven research

Continuous high-load jobs with sensitive or confidential datasets.

Cloud-inefficient workloads

Unpredictable cost development, unstable performance or no dedicated infrastructure.

Challenge

Why traditional setups reach their limits

Compute-intensive workloads rarely fail because of individual components, but because of the combination of power, cooling, network, procurement and operations.

  1. Unstable performance

    The infrastructure cannot handle peak loads or behaves unpredictably as model sizes grow.

  2. No scaling path

    Power, cooling or space are not prepared – growth turns into an infrastructure project with delays.

  3. Opaque cloud costs

    High-parallelization workloads quickly become uneconomical or hard to plan with hyperscalers.

  4. Operational risks

    Monitoring, response and incident handling are spread out – no one is accountable for stability as a whole.

  5. Compliance hurdles

    In high-compute environments, locations, access and operational processes can often be documented only to a limited extent.

Methodology

From load profile to stable continuous operation

BNE AG doesn’t just get extreme compute loads running – it brings them into stable continuous operation, on infrastructure that is physically prepared, technically well thought out and operationally secured.

Stable operation

Instead of “best effort”: a production environment with clear responsibilities.

Predictable scaling

Instead of improvisation: power and supply chain are designed for growth.

Clear processes

Instead of a black box: transparent insight into the site and its processes.

How we work

The 4-step process

  1. Step 01

    Analysis & design

    Load profiles are recorded and turned into a technical architecture, including a risk assessment.

  2. Step 02

    Infrastructure & installation

    Delivery, installation according to playbook, cabling. Every component (asset tags) and network path is recorded.

  3. Step 03

    Operations & monitoring

    24/7 monitoring, tiered escalation scheme. Every change is documented.

  4. Step 04

    Scaling & optimization

    Phased expansions without interruption. Performance optimization based on real monitoring data.

Infrastructure

Swiss site

A data center that is physically prepared, clearly structured and documented – visits by appointment.

Security zones

Reception, production area and operational areas are clearly separated. Access rights are role-based and logged. Sensitive areas can only be entered when accompanied.

Defined paths & layout

Racks, cable routes, power distribution and cooling paths follow a fixed layout. Service points and maintenance zones are marked.

Provisioned capacity

The site has a prepared connection capacity (up to approx. 2.5 MW) as well as coordinated grid and feed-in points. This enables predictable growth.

Physical security

Cameras monitor the relevant zones. Asset tags and a serial number register ensure clear assignment. Visits follow fixed rules.

  • 24/7 monitoring
  • Structured maintenance
  • Incident handling
  • Security

Power & continuity

Power supply as a controlled technical process

  1. Principle 01

    Predictable foundation

    Supply secured long-term and coordinated with the grid operator. Load limits and reserves are documented.

  2. Principle 02

    Transparent source

    Power from renewable sources. Origin and quality are verifiably documented.

  3. Principle 03

    Load architecture

    Load profiles are recorded continuously to optimize cooling and grid load. Technical planning instead of financial speculation.

  4. Principle 04

    Constant costs

    A stable energy cost structure. Currency, taxes and line items are managed consistently.

Growth & scaling

Expansion on a clear timeline

Prepared

Connection capacity, network paths and cooling capacity are designed for growth.

Rollout

Phased expansions according to the installation playbook. Existing systems keep running.

Supply chain

Framework agreements and serial number registration. Logistics follow a repeatable scheme.

Full operation

Clear timelines for each expansion step. Transparent communication until stability is reached.

What customers say

Collaboration during ongoing operations

“What was crucial for me was how clearly and understandably the complex topics were explained. The collaboration is professional, transparent and characterized by genuine interest.”

Roland K.

“We find the collaboration very pleasant and technically sound. The personal contact during ongoing operations is particularly valuable.”

Thomas B.

FAQ

Frequently asked questions

Who is my contact person?

You have a dedicated technical contact who supports you from planning through to ongoing operations. If required, specialists from network, hardware or security are brought in.

How does a project start?

First, we clarify workloads, security requirements and framework conditions. On this basis, a technical proposal is developed. Only once this foundation is in place are specific systems defined.

How flexible is the solution?

Capacity can be expanded in defined steps. Larger expansion steps follow a rollout plan without unnecessarily disrupting ongoing operations.

Can the data center be visited?

Yes. A site visit or a technical remote walkthrough is possible, so you get a clear picture of the setup and responsibilities.

How is security organized?

Documented physically, technically and organizationally. Access is regulated, and central areas are under video surveillance.

Contact

Ready for stable operation?

When compute workloads become business-critical, accountability is required. Talk to us about your load profile.

Initial technical consultation

We clarify workloads, security requirements and framework conditions – and tell you openly what makes sense.

Request a consultation