AI AgentsStructured facts, zero hallucination
Ground your models in auditable, structured facts from authoritative filings.
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Hermaeus for AI Agents
—Lift in Agent FinRetrieval accuracy
—Reduction in hallucinated citations
—Tokens to represent a full 10-K
Give your model something it can cite.
Provenance baked in
Every fact returns with a link to the SEC filing it came from — no web scraping, no ambiguity.
Structured for reasoning
Financial line items, ownership relationships, and filings arrive as typed objects your model can reason over.
Deterministic, not approximate
The same question returns the same data. Audits, evals, and regression tests become possible.