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Diffuse Systems

Private AI infrastructure for organisations that cannot send their data to the cloud

Diffuse

AI that stays inside.


Some organisations cannot send their data to a hosted AI service. Contracts, patient records, internal procedures, research corpora: audited, regulated, and not allowed to leave the network.

Most of them already own the hardware. It just sits idle at night.


Diffuse Enterprise turns that hardware into private AI capacity.

  • Serve -> an OpenAI-compatible endpoint on your own network. Existing applications change two lines.
  • Fine-tune -> train a model on your internal documents, on your machines.
  • Distil -> compress a large model into a small one that runs on modest hardware.

Every machine holds a certificate. Every access is revocable. Every action, including every refusal, lands in a trail an auditor can read. Prompt content is never recorded.

Two commands to install. Works with no internet route at all, including to us.


Darmstadt, Germany  ·  Documentation  ·  Contact

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