QuillAI

QuillAI is a specialized platform that uses artificial intelligence to help financial professionals work with SEC filings and earnings call data. It lets you extract specific numbers and information from dense financial documents simply by asking questions in a chat interface. The core idea is to replace manual copy-pasting and data hunting with a fast, query-based system that provides answers with direct links back to the source material.

The tool works through a web app and an Excel add-in. In the web app, you can chat with a financially-tuned AI about any public company, and it will pull answers from the latest 10-K, 10-Q, or 8-K filings, complete with sentence-level citations to prevent hallucinations. The Excel add-in is designed for analysts' existing models; it can automatically populate spreadsheets with data from earnings releases the moment they are published, without requiring template changes. QuillAI also maintains a database of historical financials, all linked to their original filings and available for download.

This tool is built for analysts, investors, and anyone who needs to quickly understand public company performance. It's useful for building financial models, conducting due diligence, preparing for earnings seasons, or simply staying updated on companies you follow. By automating the tedious parts of financial data collection, QuillAI aims to let professionals focus on analysis and decision-making rather than data entry.