Quantitative Systems · Multi-Strategy
Hedge Fund Solutions
Prediction tools for hedge fund style books: momentum, AI/ML, derivatives and several models that run as code. We build the systems desks use, and we deploy the same stack in proprietary research and trading.
Institutional Edge
Disciplined Quantitative Alpha
Vanderholt Technologies Limited builds prediction and risk systems for traditional finance and DeFi. Proprietary models score regimes, hedge with derivatives, and apply the same limits on centralized and on chain venues.
“Macro features, machine learning forecasts and execution sit in one stack. A desk can test a prediction, limit the downside, and run the same process on listed venues and DeFi.”
Capabilities & Prediction Research
Our Systems
These modules score, hedge and set limits. They sit underneath proprietary research and trading.
GLOBAL MACRO STRATEGIES
Macroeconomic features and cross-asset momentum used to score global regimes across rates, FX, commodities, and digital assets. The output is a forecast, not a promise to beat a benchmark.
LONG/SHORT EQUITY
Long/short prediction models that score relative strength and hedge residual beta with derivatives. Built to describe opportunity and bound downside, not to manage a client book.
EVENT-DRIVEN INVESTMENTS
Event-driven models that score spreads around mergers, spin-offs, and restructurings. Used as a prediction input alongside momentum and AI/ML, including DeFi protocol events where the data exists.
QUANTITATIVE STRATEGIES
Statistical models and machine learning signals trained on market microstructure. The stack versions forecasts, routes execution, and informs how we construct and run a proprietary book.
CREDIT OPPORTUNITIES
We look at credit that looks cheap or distressed, and we try to judge recovery from the accounts and the cycle, not from a slogan.
MULTI-STRATEGY APPROACH
Macro, long/short, event driven and credit models share one risk framework, so no single forecast dominates. Diversification here means combining methods, then allocating a book on that same framework.
Risk & Controls
Programmatic Risk Controls
A forecast is unused until risk code has bounded it. Limits, hedges, and circuit breakers run on the same stack as the prediction models, in traditional markets and DeFi.
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Live VaR & Stress Testing
Continuous stress tests replay historical volatility spikes, liquidity freezes, and tail events against the prediction stack so downside limits stay explicit before a signal is acted on.
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Dynamic Hedging & Beta Isolation
Automated options and futures overlays dynamically hedge broader market exposure, isolating idiosyncratic alpha and maintaining target Sharpe ratios across all market regimes.
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Model Versioning & Audit
Every momentum, AI/ML, and derivatives model is versioned with its backtest window and assumptions. Predictions can be inspected independently rather than taken on trust.
Partner With Us
Partner With Our Quantitative Engineers
Work with the team that designs multi-strategy prediction systems for traditional finance and DeFi. The same technology we license to desks is the technology we deploy in proprietary research and trading.
Talk to UsDesks & Researchers
Frequently Asked Questions
TRADING FIRMS & RESEARCH DESKS
How Does Vanderholt Work With Capital?
As a quantitative research and trading-technology firm. We build prediction and risk systems for hedge fund markets, and we develop and deploy that stack for proprietary research and trading.
How Do We Start Using the Systems?
Start with a conversation about venues, data and which modules you need: momentum, AI/ML, derivatives or DeFi. From there we can scope a technology integration or a research collaboration.
Can Teams Work With You Remotely?
Yes. Research reviews, model delivery, and API integration can be handled remotely. Documentation and versioned model artefacts are shared through secure technical channels.
Which Markets Do the Models Cover?
Traditional finance and DeFi. Equities, futures, options, credit, FX, and on chain venues can feed the same momentum, machine learning, and derivatives stack.
How Does Vanderholt Technologies Limited Handle Extreme Volatility?
The risk engine runs continuously with automated hedging protocols: live VaR, position-level stops, derivative overlays, and deleveraging triggers. The same controls sit on the prediction system and on proprietary trading.
How Is the Work Commercialized?
You can license the technology. Commercial use is scoped as a technology engagement.
Want to talk about the systems?
Talk to our engineers about the models and the risk limits that sit around them.