Language as market data
Transforming unstructured information into signals that can be tested, monitored, and understood.
AI × Markets
We teach machines
to read the market.
Burrate Quant Research builds AI-native research systems that turn market data and language into disciplined, actionable signals.
Explore our workmarket structure
language
signal
What we believe
Markets speak in more than numbers. They move through language, behavior, liquidity, and changing narratives. We build systems that listen to all of it—without losing the rigor of quantitative research.
Research directions
Built for complexity.
Designed for clarity.
Structure before prediction
Studying liquidity, positioning, and market regimes before asking a model to forecast the next move.
Research that survives contact
Building evaluation systems around robustness, interpretability, and real-world execution constraints.
Burrate Quant Research
Research should be intelligent, empirical, and useful.
We work at the intersection of machine intelligence and financial markets, developing tools that help people see structure in noisy, fast-moving information.
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