How it works
Watch the model come to the files.
Simulated product preview — keystrokes, on-site think time, ~30 tok/s stream, and a stack overlay. No live model. Nothing leaves this page.
What you just watched
Ingest → tag → embed → retrieve → answer.
Same pipeline for OEM sales teams and firms. Different documents. Different walls. The stack overlay tracks each stage as the simulation runs.
01
Ingest
Proposals, manuals, DMS, CRM notes — originals kept
02
Tag
Hash, source, ACL / matter / product-line labels
03
Embed
Local embeddings beside the big model
04
Retrieve
Behind walls — payload filters fire first
05
Answer
Local model + citations to source files