Provenance Cited answers over SEC filings

Natural-language answers over SEC EDGAR filings, read like an open book: the grounded answer on the left page, the exact source passage on the right. Retrieval is driven by a cross-encoder re-ranker trained in-house.

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Trained re-ranker on
Answer
Retrieved & re-ranked
⤢ open full filing
Source · in original filing

Ask a question to see the grounding source here.

The re-ranker earns its place

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Gold passage rank · per held-out query
rank 1 → 50