Qu

Quill AI

SEC filing Q&A with an Excel add-in for model updates

Quill offers analysts an AI platform for querying 10-K, 10-Q and 8-K filings and earnings calls with sentence-level citations, real-time filing alerts and a built-in document viewer. A companion Excel add-in refreshes financial models with newly reported earnings data.

GAII take
Only a $500K pre-seed is disclosed; validate vendor durability against better-capitalized filing copilots with similar citation and Excel features.
Website
quillai.com
Headquarters
New York, NY, USA
Company type
Startup
Funding
$0.5M · Pre-seed / Seed
Latest round
Pre-seed, $500k, September 2023 (Y Combinator)
Status
Active — We did not locate public evidence of a priced round since the 2023 pre-seed during our review.
Also in
Modeling & Analyst Productivity
Buyer
Hedge fundsAsset managers
Asset class
Public equities
Workflow
Research & diligenceModeling & valuation
Ai capability
Search & RAGSpreadsheet-native
Delivery
SaaS applicationExcel / Office add-in

GAII ID GAII-T0361 · Updated 2026-10-22 · Compiled from public sources for educational and informational purposes. Not investment advice.