DocNition AI is a full-stack document intelligence platform that lets teams upload internal documents, connect cloud sources, and ask natural-language questions with grounded answers and inspectable evidence. The system is intentionally designed around agentic retrieve-then-read RAG; retrieve approximate anchors from vector search, read canonical document structure for evidence, synthesize only from read evidence, stream answer + trace signals to the UI.
Ayman Fouad, Nisheet Kumar, Markus Acar, Cagin Yildirim