02 — AI Infrastructure

Private AI infrastructure — operated in Germany.

From GPU hosting through private language models to a production AI agent: Euner plans, builds and operates the complete AI infrastructure for the mid-market — sovereign, secure and GDPR-compliant.

Why private AI

Your data stays your data.

Public AI services send sensitive information into third-party clouds. Euner runs models and agents on dedicated infrastructure in German data centers — with full control over data, cost and availability.

DE

Data Sovereignty

Models run on-premise or in German data centers — no data sharing with third parties.

€

Predictable Cost

Fixed infrastructure instead of usage-based API fees — calculable and scalable.

∞

Fully Operated

Development, deployment, monitoring and maintenance — all from a single source.

Hardware

Supported GPU platforms.

We size the hardware to fit your use case — from fine-tuning to high-load inference.

Use caseRecommended GPU class
Training & fine-tuningNVIDIA H100 / H200 (NVLink, multi-GPU nodes)
High-load inferenceNVIDIA L40S / A100 for concurrent requests
Efficient inferenceNVIDIA L4 / RTX class for compact models
DeliveryDedicated GPU servers or GPU colocation in the data center
ScalingFrom a single server to a multi-node inference cluster

Hardware availability and exact configuration depend on project requirements. Brand names are for orientation only.

Capabilities

The complete AI stack — as a service.

01

Private LLM Hosting

Open-weight language models (e.g. Llama, Mistral, Qwen) hosted dedicated for you.

  • Your own isolated instance
  • Fine-tuning on your data
  • API inside your network
02

Inference Cluster

Scalable serving for many concurrent requests at low latency.

  • Load balancing & autoscaling
  • vLLM / TGI serving
  • Monitoring & SLAs
03

RAG Infrastructure

Retrieval-augmented generation grounded in your documents and knowledge sources.

  • Vector database & embeddings
  • Secure data connection
  • Source citations in answers
04

AI Agents

Agents that automate tasks and connect to your systems.

  • Tool & API integration
  • Workflows & automation
  • Operation & tuning
05

Server Hosting & Colocation

Secure servers and rack space in German high-availability data centers.

  • Hosting & colocation
  • Backup & security
  • 24/7 monitoring
06

Enterprise Deployment

Integration into your processes — from architecture to roll-out.

  • Advisory & architecture
  • Secure integration (SSO, roles)
  • Training & support
Architecture

The private AI stack.

Six layers — from hardware to business application. Euner owns the entire stack.

06

Business Applications

CRM, support, documents, internal tools

Application
▲
05

Agent Layer

Orchestration, tools, workflows

Agents
▲
04

RAG Layer

Retrieval, prompt assembly, sources

Knowledge
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03

Vector Database

Embeddings & semantic search

Data
▲
02

Inference Layer

Model serving, scaling, latency

Inference
▲
01

Model Layer + GPU

Open-weight models on dedicated GPUs

Foundation

Ready for sovereign AI in your company?

Request an AI project →