Sovereign RAG Architectures (AI in Switzerland)

Artificial Intelligence delivers value by accessing corporate data, but not at the cost of data sovereignty. We operate AI systems based on the RAG principle (Retrieval-Augmented Generation) consistently on Swiss infrastructure, so sensitive documents never leave Switzerland and are not used to train foreign models.

Focus Areas

Local Vector Infrastructure We operate vector databases (such as Weaviate or pgvector) on your own infrastructure or with Swiss cloud providers. Corporate knowledge remains securely encrypted.

Model Isolation and API Gateways Open-source models (such as Llama 3 or Mistral) or dedicated enterprise interfaces guarantee that no training takes place on your data.

Verifiable Facts instead of Hallucinations The RAG architecture forces the AI to back up its answers with internal sources. Every statement is verifiable through a link to the original document.

Use Cases

  • Legal Tech and Compliance: Analysis of thousands of contracts or dossiers in a protected space.
  • Medical Knowledge Management: AI-supported search across patient records and protocols while complying with patient confidentiality.
  • Technical Support: Intelligent assistants for complex machine documentation.

Methods

The methods behind this are documented in the Neuland Handbook: