Artificial intelligence

Status today

In use: AI as a tool within a firm order.

AI assistants already work in our own operations, for example when clarifying website orders. They act exclusively within defined roles and approvals. Where judgment is needed, a human decides.

Able to act without AI

The decisive logic of order, roles and evidence does not live in a model but in documented rules. Assistants speed things up and add structure, but they are never the sole carrier of operations. The model behind them can be replaced without losing knowledge or quality.

Local inference

Language models on our own GPU systems, served via vLLM and Open WebUI.

Knowledge from your documents

Document search with RAG on PostgreSQL and pgvector, text recognition for scans and receipts.

Automated workflows

Process chains with n8n, embedded in fixed roles, approvals and evidence.

Modular AI systems

Full systems with up to four boxes of eight GPUs each. Accelerators of Western and Chinese manufacture, selected by memory, throughput, interconnect, software support and total cost.

Turnkey AI containers

Data center and AI in one module, developed with engineering and supply partners in China: hardware, virtualization, AI software, monitoring and operation.

Only tested systems in series

Step-by-step validation. Only what has passed testing with drivers, interconnect and inference goes into series.

Interested in your own AI?

Tell us which data and workflows you would like to support. We will get in touch as soon as the right systems are available, and we are happy to discuss your needs today.

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