Quill —
We make AI tools that automate the tedious tasks in public equities investing.

About Quill

Quill AI is building the future of financial research by transforming how professionals access and analyze public investor data. Our vision is to empower investors with precise, real-time insights extracted effortlessly from dense, complex documents like SEC filings and earnings calls, redefining productivity and decision-making in finance.

We harness advanced natural language processing technologies to create a platform that not only understands financial language but also provides actionable answers with transparent sources, enabling users to trust and verify every insight. By integrating seamlessly with existing tools like Excel, we streamline workflows and drive deeper, faster analysis.

Our mission is to elevate financial research through innovation, making critical information accessible and usable for professionals worldwide. We are committed to evolving alongside the financial ecosystem, continuously enhancing how data informs investment strategies and market understanding.

Our Review

We've been tracking Quill AI since they emerged from Y Combinator's S23 batch, and honestly, they've caught our attention for all the right reasons. This isn't just another AI tool trying to reinvent the wheel — it's a focused solution that tackles one of Wall Street's most tedious problems: digging through endless SEC filings and earnings calls.

What struck us immediately was how they've managed to make financial research feel almost conversational. You can literally ask questions like "What are Tesla's main risks?" and get back precise answers with actual source citations from the 10-K filing. No more ctrl+f marathons through 200-page documents.

The Excel Integration That Actually Makes Sense

Here's where Quill AI really surprised us. While most fintech startups are busy building fancy dashboards, these folks went straight for Excel integration. Smart move.

Their Excel extension automatically pulls data from earnings releases into your existing models. We're talking about eliminating those soul-crushing hours of copy-pasting numbers and reformatting cells. For analysts who live in Excel, this feels like finding a $20 bill in an old jacket.

Built for the People Who Actually Use It

The user base tells the story here — hedge fund managers, Morgan Stanley traders, and senior analysts aren't exactly known for adopting flashy tools that don't deliver. They're using Quill AI because it solves a real problem without trying to replace their entire workflow.

We particularly appreciate their earnings call sentiment analysis feature. Instead of sitting through hour-long calls trying to gauge analyst concerns, you get the temperature of the room in minutes. It's not revolutionary, but it's incredibly practical.

Room to Grow

At $500K in funding, Quill AI is still in the early innings. They've proven the concept works with real Wall Street professionals, but we're curious to see how they'll scale beyond their current feature set.

The platform feels purpose-built rather than over-engineered, which we find refreshing in a space where many AI tools try to be everything to everyone. Sometimes the best solutions are the ones that do one thing exceptionally well.

Features

Platform Type

Website

Pricing

Contact for pricing

Features

Query SEC filings with concise summaries and source citations

Earnings call Q&A sentiment analysis

Excel extension for automatic financial model updates

Jobs

Job title

Posted on

Status

There is no job at the moment.

FAQs

When was Ploy founded?

Ploy was founded in 2024.

[{"answer": "Quill was founded in 2023.", "question": "When was Quill founded?"}, {"answer": "Quill is Financial Services company.", "question": "What is Quill core business?"}, {"answer": "Quill operates in the following categories: Analyse Text, Business Operations, Productivity, Search Engines/Research, Spreadsheets.", "question": "What industries or markets does Quill operate in?"}, {"answer": "Quill is made for: Data Analysts, Project Managers, Researchers.", "question": "Who is Quill made for?"}, {"answer": "Quill has 1-10 employees.", "question": "How many employees does Quill have?"}, {"answer": "Quill headquarters is located at New York City, NY, United States.", "question": "Where is Quill headquarters?"}, {"answer": "No, Quill has no open AI jobs on AI Chopping Block right now.", "question": "Is Quill hiring?"}, {"answer": "Quill website is <a href=\"https://quillai.com\" target=\"_blank\" rel=\"noopener nofollow\">https://quillai.com</a>.", "question": "What is Quill website?"}, {"answer": "You can find Quill on <a href=\"https://www.linkedin.com/company/quill-ai/?utm_source=choppingblock&ref=choppingblock\" target=\"_blank\" rel=\"noopener nofollow\">LinkedIn</a> and <a href=\"https://www.crunchbase.com/organization/quill-ai?utm_source=choppingblock&ref=choppingblock\" target=\"_blank\" rel=\"noopener nofollow\">Crunchbase</a>.", "question": "Where can I find Quill on social media?"}, {"answer": "Quill AI develops AI tools that automate tedious tasks in public equities investing and finance. The company helps streamline investment workflows and reduce manual work for financial professionals.", "question": "What does Quill AI do?"}, {"answer": "Quill AI leverages AI to automate repetitive and time-consuming tasks in equity investing. Their tools handle routine financial analysis and data processing that would otherwise require manual effort.", "question": "How does Quill AI use artificial intelligence?"}, {"answer": "Quill AI serves public equities investors, financial analysts, and investment professionals. Their tools are designed for anyone involved in equity investing who wants to reduce manual workload.", "question": "Who is Quill AI's target audience?"}, {"answer": "Quill AI is a member of Y Combinator's Summer 2023 batch, giving them credibility and backing from one of the world's top startup accelerators. They focus specifically on solving automation challenges in public equities.", "question": "What makes Quill AI notable in the fintech space?"}, {"answer": "While specific features aren't detailed, Quill AI automates tedious tasks common in public equities investing such as data analysis, research compilation, and routine financial calculations. Their AI handles repetitive work so investors can focus on strategy.", "question": "What types of tasks can Quill AI automate for investors?"}, {"answer": "Choppingblock.ai is a comprehensive directory that collects and shares information about thousands of AI companies. It helps users discover AI tools and solutions across various industries and use cases.", "question": "What is Choppingblock.ai?"}]

Last Update

August 20, 2026

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Quill —
We make AI tools that automate the tedious tasks in public equities investing.

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About Quill

Our Review