Mittelstand Radar: Buying signals from the German mid-market — secure your first report edition.Join the waitlist

GenAI & RAG Integration

Generative AI that works in practice.

We integrate large language models deeply into your applications – as copilots, intelligent search, or knowledge systems that answer based on your own data. Cleanly built, tested, and ready to operate.

Discuss project

From prototype to productive system

Many AI demos impress – and then fail in operation. We build AI features that are reliable, secure, and maintainable.

Production-ready, not a demo

We deliver tested, monitored, and maintainable AI features – not a prototype that stalls in the pilot phase.

Answers from your knowledge

With RAG, LLMs draw on your documents and data – with source citations instead of hallucinations.

Seamless integration

We embed AI directly into your .NET, web, and backend systems – where your users work.

Data protection built in

With EU hosting or open-weight models on request, so sensitive data never leaves Europe.

Our GenAI services

From the first feature to an end-to-end AI-powered product.

LLM copilots & assistants

Context-aware assistants in your applications that explain, summarize, and automate tasks.

RAG knowledge systems

“Chat with your documents”: precise, sourced answers from your internal knowledge.

Intelligent search & classification

Semantic search, automatic tagging, and categorization of large data volumes.

Model & hosting advice

We choose the right model with you – cloud, EU, or open-weight – by cost, quality, and compliance.

How we work

Structured from idea to stable operation.

01

Use case & data

We sharpen the use case and review your data basis.

02

Prototype

We build a testable prototype and evaluate model quality.

03

Productionization

Integration, tests, security, monitoring, and cost control.

04

Operation & optimization

Ongoing improvement of quality, cost, and answer accuracy.

Generative AI – GDPR-compliant

You don't have to hand sensitive data to US hyperscalers. On request, we implement GenAI with EU-hosted or open-weight models so your data stays in Europe.

More on EU data sovereignty

Frequently asked questions

No. We offer architectures with EU hosting and open-weight models where your data never leaves Europe.
Retrieval-Augmented Generation combines an LLM with your knowledge base. The model answers based on your documents – with sources and far fewer hallucinations.
Through RAG with source binding, evaluation tests, guardrails, and – where needed – human approval.
Yes. Our focus is integration into existing .NET, web, and backend landscapes.

Bring AI into your software

Let's talk about your specific use case – from copilot to knowledge system.

Discuss your project