A retrieval assistant over everything your organisation has ever written — multilingual, self-hosted, and it cites its sources on every answer. This is a real system I run in production; this page is the Aurora look from my Showroom.
Features
Responses come with pointers into your own documents — the receipt is part of the reply. Wrong answers become findable; right ones become trustworthy.
Multilingual embeddings mean the archive answers in the language you ask — the reference build indexes sources from 50+ outlets across the world.
Self-hosted retrieval — your documents never leave your infrastructure. Pair with any frontier model, or none at all.
How it works
Your archive — PDFs, wikis, mail, databases — is cleaned, chunked, and embedded by pipelines built for your formats.
Vectors go into FAISS on your hardware. The reference system holds 1.3 million chunks and answers in milliseconds.
A chat surface your team actually adopts — every claim linked back to the paragraph it came from.
Engagements
Fixed written quote within 48 hours of a free scoping call
Fixed written quote within 48 hours of a free scoping call
FAQ
No — it's a system I build for you and hand over. The reference build has run in production since 2024; yours would be shaped to your archive, your privacy rules, and your stack.
Nowhere. Ingestion, the index, and retrieval all run on infrastructure you control. If a frontier model is used for drafting answers, you choose exactly what context it may see.
The architecture scales down gracefully — a few thousand documents is a small, affordable build, and the same design grows past a million chunks without being rebuilt.
By written estimate after a free scoping call — a fixed quote within 48 hours, no meter running. Full terms live on the rate card.
Because it's a Showroom look — a demonstration that the house style is a choice, not a limitation. Same hand-written code, same zero-tracker guarantee, different costume.