Ask the filings.

Every answer is retrieved from real 10-K filings, graded before it is written, and verified figure-by-figure before you see it. When the filings don't contain the answer, this system says so — and shows its working either way.

No questions yet. Try a suggestion from the panel — including the two designed to fail honestly.

Retrieval

Flip these mid-conversation — the next answer runs through the configuration you pick. The Chunking Lab shows what each costs and buys.

Chunking strategy

Retrieval mode

Try asking

Corpus

SEC EDGAR 10-K excerpts, cleaned and section-mapped. The bundled snapshot is frozen; companies added via Add a Company join the active corpus for this session.

Corpus stats unavailable — is the API running on port 8000?

Company snapshot

The market's numbers beside the filing's numbers — each labelled with where it came from.