About IReadDocs

Ask a question across two thousand documents and get an answer you can check.

What we do

Question answering over a document corpus with mandatory provenance. Every sentence in an answer is anchored to the specific passage and page it came from, viewable in one click alongside the original document. It reports coverage honestly, saying how many documents were relevant and whether any could not be processed, and flags where documents contradict each other rather than silently picking one. It handles the difficult realities, scanned pages, handwriting, tables, mixed languages and exhibits, and preserves document structure so a citation points somewhere meaningful.

Who we built it for

Researchers, analysts, litigation support teams, policy staff, journalists and due diligence teams who must find specific facts across large document sets under time pressure.

The problem

Answering a question across a large document set means either reading everything, which is impossible, or keyword searching, which misses anything phrased differently.

Existing tools summarise confidently and cannot be checked, which is disqualifying for any work with consequences.

So people read, miss things, and hope.

Try it before anything else

The free structured-extraction demo runs in your browser with no account. Paste in some real text, and see the structured output straight away. Open it.