Bespoke RAG trained on any information
I build interactive retrieval-augmented systems on top of your own knowledge — whatever you have, in whatever form. They answer questions and give live presentations in plain language, with every reply grounded in the material you trained them on.
How a RAG system works
A specialist on your information
Retrieval-augmented generation pairs a reasoning model with your own knowledge base, so the system speaks for your material — accurately, and always up to date.
Train on any information

Grounded, accurate answers
Gives presentations
Stays current as your knowledge changes
You're already talking to one
The guide floating over this page is a bespoke RAG trained on this very site. Every answer it gives is retrieved from these pages — a working demonstration of what I build. Talk to it, or type a question, to try it live.
A RAG system on your own knowledge
The guide floating over this page is a live one, running on this site's own pages. If a system that knows your material would help, tell me what it should know and what you'd want it to do — answer questions, present, or both.
