Intelligence that compounds.
Like the capital it informs.
Across equities, on-chain markets, and tokenized assets, Finquill is the intelligence behind modern investing — research and tools built around a system that compounds with every decision it informs.
The thesis, in three beats.
One company building each of these. They reinforce.
Research at AI-native scale.
1,500+ pieces per year across equities, crypto, and tokenized markets. Coverage no human firm produces.
Tools investors decide with.
Terminal and Node — built for the markets where TradFi and on-chain capital converge.
A learning system that compounds.
Every decision made on the platform feeds the system's reasoning. Intelligence improves with use.
What we publish.
The intelligence is in the work, not the pitch. A sample.
What today's CPI print means for AI infrastructure pricing
Cooler-than-expected services inflation pushed rate-cut odds, but the AI infrastructure stack responded asymmetrically — accelerator silicon led, data-center REITs lagged, and compute marketplaces moved on a third trajectory…
ReadThe decentralized AI compute curve: pricing signals from Akash, Render, io.net
Three weeks into a divergence between on-chain inference capacity and frontier-model deployment cadence. We map where the slack is being absorbed and what it implies for token valuations…
ReadTokenized Treasuries crossed $5B. What changes for DeFi yield curves.
BUIDL, BENJI, and Ondo's USDY now anchor on-chain risk-free rates the way Treasuries anchor TradFi. We trace the second-order effects — Aave borrow rates, Pendle PT pricing, perp funding…
ReadThree surfaces, one intelligence layer.
The same agent runtime, the same research engine, the same closed loop — three surfaces tuned to where the work happens.
Terminal
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.xyzIntelligence infrastructure for the on-chain economy.
Wallet flows, protocol analytics, and the only platform purpose-built for the decentralized AI stack — agent registries, inference monitoring across Bittensor, Akash, and others.
Join the waitlistResearch
finquill.com/researchResearch at AI-native scale.
Daily intelligence briefs, weekly deep-dives, and quarterly mega-reports across equities, crypto, and tokenized markets. Cross-asset analysis at a cadence no human firm can match.
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.
Working version, scaling now. The environment is seeded by every research piece read, every position taken, every outcome resolved. Not a synthetic dataset. Not paper trades. Real capital, real reasoning, real consequences.
- Near-term. Sharper research and signal generation.
- Medium-term. Reasoning assistance that flags pattern-level failures.
- Long-term. Autonomous agents that can explain their decisions in the same language a portfolio manager uses — because they were trained on exactly that.
Built by operators across TradFi, crypto, ML, and research.