Quantitative Research
Factor Crowding in Mid-Cap Equities: A 2026 Analysis
July 2026·8 min read
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Macro data is purely informational. Not investment advice. Sources: FRED, World Bank, Chainalysis.
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Coverage Universe — Institutions We Analyse
BLKBlackRock$10.5T
VGDVanguard$8.1T
STTState Street$4.1T
JPMJ.P. Morgan$3.9T
GSGoldman Sachs$2.8T
MSMorgan Stanley$1.5T
FIDFidelity$4.9T
BWBridgewater$124B
BLKBlackRock$10.5T
VGDVanguard$8.1T
STTState Street$4.1T
JPMJ.P. Morgan$3.9T
GSGoldman Sachs$2.8T
MSMorgan Stanley$1.5T
FIDFidelity$4.9T
BWBridgewater$124B
Deep-dive quantitative analysis published in our Insights section.
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How DAI Generates Insight
Three systematic steps transform raw market data into institutional-grade market analysis.
Data Ingestion
We aggregate on-chain data, derivatives markets, macro indicators, and alternative data sources across 110+ crypto assets in real time. No data point is left unprocessed.
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Three Disciplines. One Integrated Framework.
Quantitative Analytics
Proprietary models that process vast datasets to identify non-consensus signals before the market prices them in.
Factor analysis · Signal extraction · Backtesting
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Analytical frameworks for understanding how return potential and risk constraints interact across asset classes.
Allocation analysis · Scenario modelling · Portfolio metrics
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Real-time monitoring and scenario analysis showing how portfolios behave through market dislocations.
Stress testing · Drawdown analysis · Tail risk
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Research & Market Intelligence
Portfolio Strategy
Rethinking Duration Risk in a Structurally Higher Rate Environment
June 2026·6 min read
Read →Risk Intelligence
Tail Risk Hedging: When Insurance Becomes Alpha
June 2026·5 min read
Read →About the Founder
30 Years of Financial Markets Experience
DAI Team
Founder & Managing Partner
János Szabó has been active in currency exchange since 1995. In 2016, he founded iChange, a currency exchange business, and in 2018, building on that foundation, launched iCoin Network, which was the first in Hungary to offer a BTC ATM service located within an established currency exchange business — rather than an unrelated, incidental venue. Behind him stands 30+ years of financial markets experience — DAI is the next step: systematic, data-driven investment research for institutional clients.
30+
Years experience
110+
Crypto assets monitored
2026
DAI established
Key Milestones
iChange Kft.
Licensed FX operator, Hungary
iCoin Network
First BTC ATM service in Hungary within an established currency exchange business
iChange Kft. + iCoin Network
Founded 2018 — first BTC ATM service in Hungary within an established currency exchange business
Data Analytic Investments Kft.
Founded 2026, Budapest
Featured Client Portfolio
Documented Trading Activity
The Founder's Own Account
The following figures reflect documented trading activity from the founder's own trading account over 2.5 years, applying the same analytical discipline that underpins DAI's methodology — shared for transparency, not as a performance guarantee.
What these numbers mean
An effective fee rate of 0.0677% indicates that the vast majority of trades were executed as limit orders (maker side), not impulsive market orders — a hallmark of disciplined, systematic execution. At $586.4M in total volume across 83,617 trades, this reflects institutional-grade trade management applied to the founder's own account, with XRP as the primary focus asset (72% of activity).
Disclaimer: The figures above reflect documented trading activity from the founder's own trading account, shared for transparency purposes only. This is not a third-party audited or Kraken-verified performance record. Past performance does not guarantee future results. Individual results will vary based on market conditions, capital size, risk tolerance, and execution. Nothing on this page constitutes investment advice or a solicitation to trade.
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TriageRun
Adatvezérelt egészségügyi kockázatértékelés
A TriageRun személyre szabott, adatvezérelt megközelítéssel segíti a felhasználókat egészségügyi kockázataik megértésében — strukturált adatelemzés és bizonyítékalapú módszertan alapján.
Fontos: A TriageRun szolgáltatásai kizárólag 18 éven felüliek számára érhetők el. Az itt közölt tartalom tájékoztató jellegű, és nem helyettesíti az orvosi ellátást, diagnózist vagy kezelést. Egészségügyi döntések meghozatala előtt minden esetben forduljon szakképzett orvoshoz.
Látogass el a TriageRun oldaláraTwinuu
Sister project · Szabó JánosDigitális wellness twin — waitlist
A Twinuu egy digitális wellness twin platform, amely személyre szabott adatvizualizációval és szintetikus demóval mutatja be, hogyan követhető nyomon a mindennapi életmód és közérzet — egészségügyi hatás-ígéret nélkül. Jelenleg waitlist fázisban érhető el.
Twinuu Szabó János önálló projektje, közös alapítói háttérrel a Data Analytic Investments-szel.
Látogass el a Twinuu oldaláraA partnerkapcsolat tájékoztató jellegű. A DAI nem nyújt orvosi, jogi vagy befektetési tanácsadást a partnerek nevében.