30 companies · Latest 10-Ks · Powered by GRPO
Ask anything about a
company's financials
Answers grounded in SEC 10-K filings using hybrid BM25 + FAISS retrieval and a GRPO-trained reasoning model.
Query
⚠️ Research demo — answers may be inaccurate
This model was trained on FinQA (SEC 10-K filings, 1999–2019) and fine-tuned with GRPO, improving accuracy from 11.5% → 17% end-to-end. It works best on specific numerical questions: growth rates, ratios, margins, and percentage changes. Filing data covers 30 companies from 2025–2026 EDGAR filings.
◎
Select a company and ask a question
Answers are grounded in the company's latest SEC 10-K filing