Document-Grounded Assistant
RAG-powered chatbot that answers only from a client’s own documents, with sources cited.
Answering a question correctly means finding it inside a large, specific set of documents — not guessing at a plausible-sounding response. A general-purpose chatbot has no way to tell the difference.
A retrieval-augmented assistant that answers only from the client’s own document set, with the source passage cited alongside every answer.
How it works
SIGNAL PATHIngest
The document set is indexed so any passage can be retrieved on demand.
Retrieve
A question is matched against the index for the passages most likely to answer it.
Ground
The answer is composed strictly from the retrieved passages, not from general knowledge.
Cite
The source passage is attached to the answer so it can be checked.
A conceptual view of one question resolving into a cited answer. Drawn to explain the flow — no client interface is reproduced here.
EXPLANATORY VISUALISATION — NOT A CLIENT SCREENSHOT
What’s the notice period in the standard agreement?
Thirty days, per clause 14.2 of the standard agreement.
Result
QUALITATIVE OUTCOMESAnswers stay accurate
Every response is grounded in an actual document, not a general-knowledge guess.
Sources are checkable
Each answer carries a citation back to the passage it came from.