The complete on-premise AI stack.
From silicon to serving. From storage to orchestration. Every layer deployed inside your walls.
Nine layers. One private system.
Scroll to build the stack — then select any layer to focus it.
NVIDIA-certified compute. Configured by hand.
Our NVIDIA AI Infrastructure and Operations certification means we understand GPU architecture at the silicon level. We don't just rack servers — we tune memory channels, optimise interconnects, and profile workloads to maximise inference throughput and minimise latency. We are deliberately hardware-agnostic: where AMD hardware is the better technical or commercial fit for your workload, we specify and deploy it instead. The hardware choice follows your requirements, not a vendor.
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GPU Selection & Sizing H100 for large language models, L40S for inference workloads, A100 for multi-tenant environments — or AMD Instinct accelerators where they serve the workload better. We size the cluster to your actual workload, not to a catalogue.
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High-Speed Interconnect NVLink for intra-node GPU communication, InfiniBand or 400G Ethernet for inter-node traffic. Bandwidth is the bottleneck — we architect around it.
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Storage Subsystem NVMe direct-attach for hot data, enterprise RAID for warm storage, and encrypted backup to local tape or disk. No off-site replication. No cloud sync. Local redundancy only.
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Thermal & Power Design We assess your server room's cooling and power capacity. GPU clusters generate heat and draw amps — we design for it, or we help you upgrade.
Swiss-developed orchestration, serving, and intelligence.
The software layer is where Swiss engineering meets practical utility. We develop, configure, and integrate every component to fit your specific workflows — not a generic platform, but a system built around how your team actually works.
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Model Serving vLLM, Ollama, or Text Generation Inference — configured for your GPU cluster and model choices. We support open-weights models (Llama, Mistral, Qwen, and others) that can run entirely on-premise without calling home.
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Document Intelligence & RAG Retrieval-augmented generation pipelines tailored to your document types — legal contracts, financial statements, medical records, family office portfolios. Full-text search, semantic search, and grounded question-answering.
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OCR & Invoice Processing Scanned invoices, receipts, and forms are converted to structured data — supplier, line items, VAT, totals, due dates — extracted entirely on-premise and exported to your accounting or ERP system. No document image ever touches an external OCR API.
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Agentic Workflows Multi-step agents that execute real work: triage inbound email, reconcile documents against ledgers, draft client correspondence for review, monitor folders and trigger follow-ups. Agents run under rules you define, with human approval gates where you want them.
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Vector Database Milvus, Qdrant, or pgvector — deployed on-premise, populated with your embeddings, queryable by your applications. No external vector service, no shared indices.
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Custom Workflows Every client has unique processes. We build custom API endpoints, CLI tools, and web interfaces so AI integrates into your existing systems rather than forcing you into new ones.
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Monitoring & Telemetry Health monitoring with anonymised metrics only — GPU utilisation, request latency, system uptime. No data content, no prompt logging, no model output capture. Telemetry that respects confidentiality.
Designed for your profession's constraints.
The stack is the same. The configuration, the models, and the workflows change entirely.
Portfolio & Document Intelligence
Private LLM workflows for investment analysis, portfolio reporting, and document management. Experience with multi-family office operations and their regulatory environments. Holdings, client correspondence, and strategic documents are processed, stored, and queried entirely on-premise.
Privileged Document Processing
Contract analysis, case law research assistants, and privileged document review — all on-premise. Attorney-client privilege is protected at the hardware level. No document ever traverses an external network. No model API call ever leaves your network boundary.
Clinical Intelligence & Patient Data
Clinical document processing, research assistance, and patient data analysis. Deployed inside your practice or institution, compliant with Swiss medical data protection requirements. Patient confidentiality is enforced by architecture, not by policy.
Risk, Compliance, & Client Intelligence
Risk modelling, market analysis, and client data workflows on infrastructure you own. Banking-grade security, zero third-party processor exposure. Regulators see a self-contained system — because it is one.
How a deployment works.
An E-Y engagement is not a subscription. It is a project with a defined start, a tangible deliverable, and an ongoing partnership. Here is what to expect.
Confidential Consultation
We meet — in person if you prefer — under full confidentiality. We discuss your use cases, your data volumes, your existing infrastructure, and your security requirements. No NDA needed; we operate with discretion as default. We produce a high-level architecture proposal and a hardware budget estimate.
Detailed Design
We produce a detailed technical specification: hardware bill of materials, network topology, software stack configuration, model selection, and integration points with your existing systems. We review it with your IT and security teams. Nothing is ordered until you approve.
Procurement & Pre-Configuration
We source NVIDIA-certified hardware, pre-configure the software stack in our lab, and benchmark it against your expected workloads. By the time equipment arrives at your door, the system is already half-built.
On-Site Deployment
Our engineers arrive, rack the equipment, cable the interconnects, finalise the software configuration, and run the zero-egress verification suite. We test every network path — internal flows pass, external flows are blocked and logged. You receive a signed deployment report.
Training & Handover
Your team receives hands-on training: day-to-day operation, common workflows, troubleshooting, and basic model management. We hand over full documentation — architecture diagrams, runbooks, and credentials (or you manage your own keys; your choice).
Ongoing Stewardship
We provide remote monitoring (telemetry only), scheduled maintenance, model updates, and engineering support. You retain full sovereignty — we provide Swiss-precision stewardship. The relationship is long-term, not metered.
Ready to see what fits your walls?
Request a confidential consultation. We will assess your infrastructure and design an on-premise AI stack tailored to your profession's constraints.