Lab
The Lab holds self-directed systems: real, running engineering work built to study a problem in depth. None of it is client work, and it is never presented as such. Results state their method, dataset and date.
Lab
Document Intelligence Engine
Receipt extraction with an open-weight vision-language model, checked by plain-code arithmetic and routed to a person when the checks fail. Measured on 200 public receipts.
Retrieval Observatory
A measured look at the retrieval stages RAG systems are built from (lexical, dense, hybrid and reranked search) on public benchmark data, with every number reproducible.