Intelligence that compounds.
Like the capital it informs.
Finquill builds the investment reasoning engine — research and tools organized around beliefs that get captured, stress-tested, monitored, and graded. The asset that compounds is the record.
The thesis, in three beats.
One company building each of these. They reinforce.
Research at machine cadence.
A pre-market brief every weekday and a live belief ledger — published with kill criteria attached, and graded where anyone can check.
Tools investors decide with.
The Terminal runs the engine on your own book. Node, in development, points the same reasoning at decentralized AI.
A record that compounds.
Every belief captured, resolved, and graded sharpens the next one. What compounds is the calibration history.
What we publish.
The intelligence is in the work, not the pitch — and the work is graded in public.
The Daily Tape — the machine's pre-market brief
Compiled overnight by an AI research firm: what changed for the covered universe, what the firm believes now, and what would change its mind. Published weekdays at 6:00 ET.
ReadThe Board — the firm's live belief ledger
Stances with banded conviction, kill criteria on every belief, changes of mind on the record, a graveyard for the ones that died — and a scoreboard that only prints once it's earned.
ReadTicker dossiers — per-asset belief state
One page per covered asset: the current stance and how long it's been held, every change of mind, and the kill criteria being watched. Hash-committed and citable.
ReadWhere the work happens.
One engine, surfaced where it is useful — published in public on the Desk, pointed at your own book in the Terminal, and written up long-form in Research.
The Desk
finquill.comThe firm's own reasoning, published and graded in public.
A pre-market brief every weekday, a live belief ledger with kill criteria on every stance, changes of mind on the record, and a scoreboard that only prints once it is earned.
Read LiveDeskTerminal
finquill.aiThe platform investors use to think, decide, and document — across every market that matters now.
Multi-asset research, watchlist intelligence, AI-assisted theses, journaled outcomes. Built for portfolios that span equities, crypto, and tokenized markets.
Open TerminalNode
finquill.xyzDemocratizing decentralized AI.
Distributed training runs, inference markets, and the wider DePIN economy — made legible and usable for anyone. Under development.
Join the waitlistResearch
finquill.substack.comThe long-form companion.
Essays and deep-dives on what the engine is finding — written for readers rather than for the ledger. Free to subscribe.
SubscribeThe Loop.
The closed feedback loop between research, tools, and outcomes that compounds every other surface Finquill ships.
Most AI tools in finance produce outputs. None of them observe whether the outputs led to good decisions. The feedback required to improve the model is never captured.
Finquill closes that loop.
The environment is seeded by every belief captured, every stress-test survived, and every claim that came due — real decisions with real consequences, not a synthetic dataset. The firm publishes its reasoning in public and takes the grade; the next stage puts real capital behind it, trading its own research from a live account.
The longer arc — why global markets are the crucible we chose, and what a system forged in them is ultimately for — is the Lab. Read the Lab →
Built by operators across TradFi, crypto, ML, and research.