TCDD
Technical-document AI that never leaves the building
We deployed BelgeChat fully on-prem for complex technical manuals.
Client
TCDD
Sector
Public · AI
Technology
Ollama · Qwen · BGE-M3 · Python · Docker
The challenge
Public and regulated institutions needed the productivity of document AI but could not send sensitive documents to third-party cloud LLMs.
The solution
We architected BelgeChat (GX10) with a RAG pipeline running fully on-prem inside the client's own secure environment — no data egress.
Results
- On-prem
- data sovereignty
- RAG
- BGE-M3 + Qwen/Llama
- TCDD
- technical manuals
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