Production AI we have shipped
A leading member network – RAG knowledge chatbot in production for 1,000+ members inside HumHub. Delivered in four sprints on n8n + Qdrant + GPT-4 via Microsoft EU sovereignty. Operated by a non-developer team.
GDV (German Insurers Association) – AI Knowledge Assistant over tens of thousands of policy documents, supporting 400+ member insurance companies and the policy questions of an industry that manages over 500 million insurance contracts.
Tannenhof Berlin-Brandenburg – Civic Coding-funded AI transcription pilot for therapy sessions on EU-hosted infrastructure, with output formatted for German Pension Insurance reporting. Started with a premortem session that mapped legal, security and user-acceptance failure modes before any code was written.
A leading donation platform – AI email agent classifying enquiries and drafting replies with mandatory human review, in pilot on N8N and Azure OpenAI.
Civic Coding – AI consultation across 100 social-impact projects under Germany's federal initiative.