FinTech · Predictions
Market Prediction Systems
Tools for forecasting listed markets and DeFi: momentum, AI/ML, derivatives and on chain markets. We build the models and we deploy them in quantitative research and proprietary trading.
Get in touchCapabilities
Our Services
Each item below is a system you can look at, version and limit. Those same systems inform proprietary research and trading.
-
Momentum Strategy
Regime scores from prices, volumes, and volatility across equities, futures, and digital assets. The engine describes direction and strength, then feeds the books we allocate and manage.
-
AI / Machine Learning
Supervised and sequential models that sit beside our momentum stack. Features, versions, and backtests are recorded so a prediction can be audited rather than taken on trust.
-
Derivatives Intelligence
Options, futures, and overlay logic that turns a forecast into a bounded position. Limits, concentration caps, and drawdown stops are enforced in code before exposure is opened.
SPY and QQQ desk notes -
DeFi Predictions
On chain flow, liquidity and protocol state are inputs, not a side project. We forecast DeFi next to listed markets.
Partner with us
Partner With Our Prediction Engineers
Work with the research and engineering team. Bring your venues and limits. We bring the models.
Talk to usQuestions
Q&A
Predictions
How Does Vanderholt Approach Markets?
We are a quantitative research and trading-technology firm. We build prediction systems for listed markets and DeFi, and we develop and deploy those systems for proprietary research and trading.
Which Markets Do the Models Cover?
Listed markets and DeFi together: equities, futures, options, FX and on chain venues. Momentum, AI/ML and derivatives share one risk framework.
How Do Momentum and Machine Learning Work Together?
Momentum scores how a market is moving. Machine learning adds extra features. Neither score is a buy order until the risk code has limited the downside.