DOCUMENT Q&A INTELLIGENCE

A retrieval system that reads an entire document library and answers questions in plain language, with every answer traced to its source.



A retrieval system that reads an entire document library and answers questions in plain language, with every answer traced to its source.


Answers buried across thousands of pages are slow to find and easy to get wrong. Language models will confidently invent detail whenever retrieval comes up short.
We built a system that reads the whole document set, finds the passages that actually answer the question, and writes back an answer. Every response is checked against its sources before itis shown.
Answers now arrive in seconds, grounded in the source text, with the reasoning open to inspection.
“A confident wrong answer is worse than no answer. We measured faithfulness before speed.”
