RAG Document Intelligence
source-cited Q&A over your documents

Ask your documents. Get cited answers.

Every claim traces back to the exact document and page. Hybrid retrieval (semantic + keyword), a reranking layer, and an anti-hallucination guard that refuses to guess when the answer isn't in your files.

OCR ingest
Chunk + metadata
Hybrid retrieve
Rerank
Cited answer
Anti-hallucination
Master Services Agreement
Contract · 3 pages indexed
Q3 2025 Financial Report
Report · 3 pages indexed
Employee Handbook
Policy · 3 pages indexed

The last example isn't in the documents — watch the guard refuse to guess.