BUILT ON NVIDIA · CUDA · TensorRT-LLM · NVIDIA NIMs · former NVIDIA Connect programme member (programme closed; NVIDIA programme application history unavailable)
BUILT ON NVIDIA

NVIDIA IGX Orin

On-site sovereign AI hardware for regulated work.

Cloud-only LLMs break on jurisdiction, logging, and control. DWS ships the NVIDIA stack on-site, with customer-owned hardware, bridged inference, and auditable handoff.

The medical / industrial / pharma / nuclear SKU. ECC memory, functional-safety roadmap, 10-year NVIDIA support life cycle through 2033. PCIe Gen5 ×16 slot for an optional RTX PRO 6000 dGPU.

€11,990
€10,995 hardware + €995 install · turnkey · dGPU quoted separately · Finnish / EU B2B (VAT 0% reverse charge)
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What you get

What NVIDIA models we install

NVIDIA Holoscan + the standard NIM bundle (Llama Nemotron Nano/Super/Ultra, Cosmos, Nemotron Speech / RAG / Safety, Isaac ROS, CV-CUDA, TensorRT-LLM). The Holoscan SDK adds the medical-imaging / industrial-pipeline kernels.

Service wrap (bundled in)

How this fits the rest of the fleet

This SKU pairs with the other sovereign hardware on the ladder. See Control Room, Situation Room, Jetson Sensor Nodes, and NVIDIA Model Install.

Optional Choices for IGX Orin

The €11,990 turnkey price includes NVIDIA IGX Orin hardware + NVIDIA model installation. The options below extend the platform for Kubernetes orchestration, DPU acceleration, regulatory hardening, and field-level sensor ingestion. All prices are add-on to the base IGX Orin configuration.

Orchestration Tier (one per cluster)

IGX Orin ships with Docker Compose (T0) by default. Upgrade for Kubernetes, high availability, or government-grade hardening.

Tier Name Includes Add-on Price Notes
T0 Docker Compose (Default) docker-compose.yml, systemd, day-runner cron Included Single-node, simple ops, air-gap ready
T1 k3s Single-Node k3s + GPU Operator + NIM Operator, GPU time-slicing (4x) +€1,500 Single IGX, wants K8s API, future scale
T2 k3s HA Cluster (3-node) HA control plane, Longhorn, MetalLB, Ingress, Network Operator +€4,500 Requires 3× IGX/DGX/Control Room nodes
T3 RKE2 Gov Ready FIPS 140-3, STIG Ubuntu 24.04, GPU Operator Gov Ready (x86 mgmt node) +€7,500 Medical/defence/nuclear; requires x86 mgmt node
T4 Full Infra Stack T3 + DPU Operator, DOCA services, BCM, Run:ai, BlueField-3 DPU +€12,000 Large-scale, multi-DPU, north-south acceleration

DOCA Microservices (requires BlueField-3 DPU)

Hardware-accelerated networking, security, and storage offload on NVIDIA BlueField-3 DPU. Requires T2+ orchestration tier.

Package Services Tier Required Monthly (per DPU) Notes
Essential Telemetry (Prometheus), Firefly (PTP), BlueMan (firmware) T2+ Included With LF-K8S-T2/T3/T4 + BlueField-3
Security & Compliance Argus (DPI/anomaly), Flow Inspector, extended Telemetry T3 (Gov Ready) +€1,000/mo BlueField-3/4 required; Gov Ready environments
Networking & Storage HBN (BGP), SNAP (NVMe-oF), OVS-DOCA (offload) T4 +€2,000/mo Multi-site, high-throughput, line-rate pod networking

Government Ready (STIG / FIPS 140-3)

STIG-hardened Ubuntu 24.04, FIPS 140-3 crypto, compliance evidence packages. Requires NVIDIA AI Enterprise subscription (€4,500/GPU/yr).

Add-on Includes Price Notes
Gov Ready Setup RKE2 FIPS/STIG, GPU Op Gov Ready, STIG scan, FIPS cert, SBOM, Art.12 trail €7,500 one-time Requires x86 mgmt node + NVAIE sub
Annual Maintenance Quarterly STIG rescans, FIPS re-validation, image updates, evidence refresh €3,000/yr Per cluster
Air-Gap Bundle All Gov Ready images as .tar + Helm charts + import scripts €1,500/release Per NVIDIA Infra release (7.8, 8.x)
FIPS Validation Crypto module inventory, fips=1 enforcement, signed attestation €2,000 one-time Included in Gov Ready Setup

NIM Microservices Profiles (via NIM Operator)

Pre-configured NIM model sets for specific workloads. Starter profile included with T1+. IGX Orin includes Holoscan SDK for medical/industrial pipelines.

Profile Models GPU Memory Monthly Add-on Use Case
Starter Nemotron-3-Super, Llama-3.1-8B-Instruct ~24 GB Included General chat, coding, reasoning
Retrieval bge-m3, bge-large-zh, NeMo Retriever PaddleOCR ~16 GB +€500/mo RAG, embeddings, OCR
Code StarCoder2-7B, CodeLlama-7B ~16 GB +€500/mo Code generation, completion
Biology Evo2-40B, DiffDock ~48 GB +€2,000/mo Genomics, drug discovery; needs multi-node

Field Sensor Gateways (iPCMax Finland — Local Stock)

Industrial-grade DIN-rail gateways for Modbus/MQTT/PoE sensor ingestion. Pairs with IGX Orin for field-level telemetry. Sourced from iPCMax Finland — 1–2 week delivery.

Model Specs Role Price Notes
IPC-409 Intel N100 (4C/6W), 2× 2.5GbE, fanless, DIN-rail Compact sensor gateway €345 Modbus/MQTT/OPC UA; local stock
IPC-P68 Intel i5-1235U, 4× GbE PoE+, 9-36V DC, fanless Vision gateway (4× GigE cameras) €680 PoE+ 30W/port; local stock
Cincoze DA-1200 Intel Core i5-1335UE, -40°C~70°C, CMI/CFM modular I/O Rugged edge (harsh/mobile) €1,850 Modular isolated DIO/CAN/COM; 3-4 wk lead

Note: GPU sharing on IGX Orin (Ampere GPU) uses time-slicing (up to 4x) via GPU Operator. vGPU is not supported on ARM64 (requires x86 hypervisor). For true multi-tenant isolation, deploy multiple IGX Orin nodes (T2/T3/T4). All prices EUR, VAT 0% (B2B reverse charge).

The Moat

NVIDIA makes it possible.
EU-sovereign deployment makes it defensible.

NVIDIA is the credibility layer — production silicon and models customers already trust. The actual moat is what surrounds the box: jurisdiction, ownership, bridged architecture, auditable handoff, and a Finnish service team. Common LLM vendors can copy model access. They cannot easily copy the jurisdiction, the install, the compliance trail, or the service wrapper.

1.Why cloud-only LLMs fail in regulated environments

OpenAI, Anthropic, Google Vertex, Mistral cloud — every cloud-only LLM hits the same four hard failures the moment the workload sits inside an EU-regulated industry:

Failure modeWhy it kills the use case
CLOUD Act exposureUS-incorporated cloud means US law can compel access to your customer data. Defence, healthcare, dual-use, critical infrastructure: instant deal-breaker.
GDPR Article 5(f) & Schrems IICustomer data crossing to a third-country processor without an adequate lawful basis is automatic GDPR liability.
NIS2 — 24 h incident reportCritical entities (energy, water, transport, finance, health, digital, public admin) must report incidents in 24 h. You can't reconstruct what the model did when the logs live in someone else's cloud.
EU AI Act Article 12 loggingRequired immutable record-keeping for high-risk AI. Cloud LLMs don't surface prompt / response / decision logs at the granularity an inspector demands.
Across all 25 regulated EU industries below the pattern is identical: the workload cannot legally live on someone else's cloud.

2.Why the on-site NVIDIA stack matters — the credibility layer

NVIDIA does the credibility work. Buying this stack is buying the same NVIDIA components NVIDIA itself ships — not a research project, not a custom-silicon bet, not vendor risk. Customers, inspectors, and procurement teams already trust the NVIDIA name. That's half the sales conversation gone before we walk in.

3.What the customer actually gets — the deliverable

Itemised. No black box. Customer signs off on what arrived, what is installed, and what gets pushed each month.

ItemWhat it isWhen
NVIDIA hardwareAcer Veriton GN100 (or DGX Spark / Veriton 2000 / customer-supplied NVIDIA-capable) — pre-imaged, customer-ownedDay 0
On-site installLifetime engineer: validates CUDA drivers, loads NVIDIA NIM bundle, brings up local MCP endpoint, sanity-tests first inference end-to-endDay 0–1
Operator training drill30-min scenario rehearsal with your team · signed install protocol · runbook handoverDay 1
Article 12 immutable logLive from minute one · 7-year retention · cryptographic hash chain · sealable for inspector handoverDay 1
Monthly NVIDIA refreshNew Llama Nemotron NIMs, Cosmos checkpoints, Nemotron Speech, TensorRT-LLM kernels, GB10-tuned quantizationMonthly
Weekly security backportsCUDA driver patches, container CVE fixes, OpenSandbox + Ubuntu 24.04 LTS updatesWeekly
Daily hotfixes (when needed)Zero-day CVE patches, NVIDIA driver hotfixes, model-side jailbreak mitigations — pushed within 24 hAs needed
24/7 technical supportNamed Finnish engineer · SLA sized to your operation · production incidents coveredOngoing
Warranty servicingWe handle hardware warranty for you (Acer GN100 RMA paperwork, swap-out coordination, redeploy)Ongoing
Remote configurationBundle switches, patches, OS updates over your secure tunnel — sovereign alwaysOngoing

3b.What you can build on top — your sovereign Linux platform

You're not buying a sealed appliance. The GN100 ships with a full Ubuntu 24.04 LTS stack you own and extend. Cron jobs, systemd timers, Docker compose stacks, custom Python services, REST gateways — anything that runs on Linux runs here, alongside the NVIDIA model stack.

Build capabilityWhat customers actually do with it
Ubuntu 24.04 LTS — full Linux platformRoot access. Standard apt / systemd / cron / journald — everything your DevOps already knows. Pre-imaged but never sealed.
cron / systemd timer workflowsSchedule nightly ETL into the Article 12 log · 06:00 dispatch-readiness report · weekly Nemotron RAG re-index of your SOPs · monthly CSRD evidence bundle export. Workflow scheduling is built-in.
Docker / Docker Compose + OpenSandboxDrop in your own containers next to the NVIDIA NIMs — internal microservices, custom ETL, in-house ML models. OpenSandbox keeps them isolated from each other and from the NIM stack.
Local MCP serverWire Claude Code / your IDE / your dispatcher app to the box over your internal network. No internet hop. Customer-supplied MCP tools mount alongside ours.
Pre-installed toolchainPyTorch, Jupyter, Ollama, vLLM, TensorRT-LLM, NVIDIA NIMs — ready out of the box. Bring your own libraries via apt / pip / conda.
Article 12 log APIHTTP API for read-only access to the immutable log. Wire it to your SIEM, your CSRD platform, your inspector portal. The log is yours; the API is documented.
REST / webhook gatewayExpose any agent or model as an internal HTTP endpoint for your ERP, dispatcher, ticketing system — sovereign, on-prem, no third-party API call.
Bring-your-own modelDrop a custom fine-tune (Llama / Mistral / Qwen variants) into the NVIDIA NIM runtime alongside the curated bundle. The box doesn't care whether the weights came from NVIDIA or you.
Air-gap switchableFirewall policy can cut external network at any time. Update tunnel opens only when you allow it; otherwise the box runs fully offline for as long as you want.
This is the Linux moat inside the moat. SaaS LLM vendors don't ship you a Linux platform you can extend. Sovereign LLM vendors do — because the box is yours, and Linux is yours.

4.Why this is hard to copy — the actual moat

Six layers. Each is hard. The combination is harder. This is what the customer is really buying — and why a cloud LLM vendor can't compete on the same axis.

Moat layerWhy it's hard to copy
EU-sovereign jurisdictionLifetime Oy is Finnish-registered (Y-tunnus 0772407-9), EU-based. A US or non-EU vendor cannot credibly sell "EU sovereign" to a defence ministry, a NIS2 operator, or a CER critical entity. Jurisdiction can't be cloned.
Customer-owned hardwareThe customer owns the box. We don't host anything. CLOUD Act exposure and Schrems II concerns die in one move. A SaaS vendor can't replicate this without reinventing themselves as a hardware vendor — and most won't.
Bridged inference architectureThe GN100 ConnectX-7 bridge for 405 B-param models, TensorRT-LLM tensor parallel, and Article 12 log replication across nodes — that's months of engineering against a specific hardware topology. Cloud vendors don't optimise for "your customer's two-node cluster".
Auditable handoffSigned install protocol + Article 12 cryptographic log + operator drill = inspector-friendly out of the box. Most AI vendors leave compliance evidence as the customer's homework. We make it the install deliverable.
Service wrapper depthOperator training + 24/7 named-engineer support + warranty servicing + remote configuration — a Finnish team that answers the phone. Copy that without a Finnish team, an EU office, and a regulated-industry customer base.
Front-line feedback loopVPK / industry-specific operator notes → next month's NVIDIA NIM bundle. Field experience in EU-regulated operations compounds month over month. New entrants start at month zero.

25.regulated EU industries — same problem, same answer

The pattern repeats across every EU-regulated industry. Sovereign on-site NVIDIA stack + service wrapper. Different bundle per industry, same moat.

1. Construction
Site safety dispatch (SiteSense vision + Whisper + Llama Nemotron Super) · EPBD / CSRD report generation · BIM-aware reasoning
2. Cement
Emissions intensity (kgCO₂ / t cement) · ETS allowance calculation · CBAM exports · kiln anomaly detection
3. Steel
CBAM origin tracking · energy carrier optimisation · ETS · scrap composition vision
4. Aluminium
CBAM imports compliance · smelter energy logs · ETS · pot-line vision QA
5. Chemicals
REACH dossier drafting · hazardous incident response triage · process safety event RAG
6. Pharmaceuticals
GMP batch release Article 12 · clinical trial protocol compliance · GxP sovereign log
7. Healthcare (hospitals)
Local-data triage assist · GDPR-safe dictation (Nemotron Speech) · sovereign EHR Q&A
8. Defence / dual-use
Drone detection (YOLOv8-x + acoustic + Cosmos Reason 2) · export-control screening · Reg 2021/821 reasoning
9. Energy / electricity grid
Balancing forecasts · NIS2 24 h incident reports · sovereign DSO/TSO telemetry
10. Oil & gas
Pipeline anomaly detection · sanctions screening · sovereign well-log RAG
11. Nuclear
IAEA reporting prep · operational safety log analysis · air-gapped reactor twin
12. Water utilities
Leak detection on local SCADA · sovereign customer + meter data · NIS2 incident logging
13. Telecommunications
NIS2 24 h incident reports · sovereign call-metadata analysis · BGP / DNS anomaly triage
14. Banking / finance
DORA operational resilience · MiFID II call-log review · sovereign KYC RAG
15. Insurance
Claims triage on local PII · fraud signal detection · sovereign claimant document Q&A
16. Maritime / shipping
MRV CO₂ reporting · port operations dispatch · sovereign AIS & cargo manifests
17. Aviation
EU ETS aviation reporting · NOTAM-aware dispatch · sovereign passenger / crew data
18. Rail
Predictive maintenance · ERTMS sovereign telemetry · NIS2 incident reports
19. Logistics & customs
Declaration assist · dual-use export checking · sovereign carrier manifests
20. Agriculture
CAP compliance · traceability of crop inputs · EUDR due diligence
21. Food processing
HACCP audit assist · allergen tracing · sovereign batch genealogy
22. Forestry / pulp & paper
EUDR deforestation due diligence · chain of custody · sovereign harvest plans
23. Mining
CRMA reporting (critical raw materials) · safety dispatch · sovereign assay data
24. Government / civil defence (VPK)
Drone defence dual-use · dispatch + incident report generation · sovereign citizen data
25. Education / research
Sovereign research data · intra-EU collaboration without cloud LLMs · EU AI Act literacy training