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
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 →