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index / Fira Research vs Quill AI

>_ Fira Research vs Quill AI

Fira Research and Quill AI, side-by-side. Compare the facts below, then pick the one that fits your workflow.

Fira Research
Quill AI
one-liner
AI financial-research assistant (YC-backed) — multi-document Q&A across thousands of filings with granular citations, instant P&L Excel extraction, and peer benchmarking.
AI copilot for SEC filings, earnings calls, and PDFs — query in natural language with sentence-level citations.
best for
financial analysts conducting quantitative and qualitative research across hundreds of complex filings and data rooms.
analysts building and maintaining equity models from sec filings and earnings data
key feature
Multi-document Q&A with granular per-sentence source citations
PDF→Excel extraction with cited cells
who uses it
RIA, Hedge Fund, Investment Bank, Family Office, Mutual Fund
Hedge Fund, RIA, Mutual Fund, Family Office
asset class
Equities
Equities
function
AI Agents
Research
instruments
Stocks
Stocks
regions
North America, Europe
North America
pricing
FREE-CALL
$$$
via
web, mcp
web, extension
audience
pro · other
pro · hedge fund
upvotes
0
0

about Fira Research

ai analyst for financial research — multi-document Q&A across sec filings, earnings releases, and internal documents with per-sentence source citations. extracts P&Ls from PDFs to formatted excel, benchmarks peer companies, and verifies numbers against source filings. integrates public market data, company house, and user cloud storage (gdrive, sharepoint, box).

about Quill AI

quill ai is an ai copilot for sec filings, earnings calls, and investor documents. it extracts data into excel, answers natural language queries with sentence-level citations, and automates model updates with earnings releases. delivers historical financials, real-time filings, and earnings call metrics/q&a analysis.

Fira Research
AI financial-research assistant (YC-backed) — multi-document Q&A across thousands of filings with granular citations, instant P&L Excel extraction, and peer benchmarking.
[↗] visit firaresearch.com
Quill AI
AI copilot for SEC filings, earnings calls, and PDFs — query in natural language with sentence-level citations.
[↗] visit quillai.com

See full data, pricing and alternatives on the Fira Research profile page, or the Quill AI profile page.

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