Research infrastructure.
Bringing data, models and evaluation into a coherent research environment.
+ AI QUANTITATIVE TRADING & PLATFORMS
Intelligence
in motion.
Independent thinking.
Disciplined inquiry.
RESEARCH. INTELLIGENCE. EXECUTION.SCROLL TO EXPLORE
01 / PERSPECTIVE+
Markets change.
Inquiry continues.
XTRADING is an AI-driven quantitative trading firm and research platform builder. We bring together market research, machine learning and the systems that connect ideas with practice.
Our long-term viewArtificial intelligenceQuantitative researchSystematic trading
MARKET FOCUS
Focused on crypto.
Looking across markets.
GLOBAL PRESENCE
London
San Francisco
Zurich
Singapore
Tokyo
ANOTHER PERSPECTIVE
Complexity invites
a closer look.
02 / APPROACH
Curiosity,
with discipline.
Ask freely.
Conclude carefully.
01Frame the question.
Start with a clear question and a testable hypothesis. Revisit what seems familiar.
02Test the idea.
Seek supporting and conflicting evidence. Test the conclusion, and understand its limits.
03Revise the view.
Let new evidence change the view. Leave room for the next question.
01 / FRAME THE QUESTIONINQUIRY CONTINUES.
03 / RESEARCH & ENGINEERING
Different disciplines.
A shared pursuit.
We study the connections between machine learning, market behaviour and reliable systems. Crypto is our starting point.
01 / MODELSLearning from data.
Studying how models learn from noisy, changing data, with close attention to what persists and where conclusions stop being useful.
02 / MARKETSUnderstanding markets.
Looking at liquidity, trading behaviour and market structure to understand the data we observe. Crypto is our starting point; our questions extend across assets.
03 / SYSTEMSTesting in practice.
Focusing on reproducible research, thoughtful experiments and reliable systems, so ideas can be examined under realistic constraints.
We also provide research tools for data exploration, model evaluation and reproducible experiments.
Enquire about research tools04 / PLATFORM BUILDING
Built for inquiry.
Designed to evolve.
We build the environments behind the research: connected data, repeatable experiments and purpose-built tools. Our approach connects quantitative thinking with the platforms that support it.
Platform development.
Designing platforms around the questions, workflows and constraints of the people who use them.
Purpose-built tools.
Focused tools for exploring data, testing ideas and making research reproducible.
A long-term foundation for work that keeps evolving.
Discuss platform collaboration05 / OUR VISION
Intelligence that
keeps learning.
We are building an AI-driven trading firm for the long term. Research deepens our understanding; evidence and discipline guide our decisions.
Learn across cycles.
Build understanding that can outlast a single market regime, with research that compounds over time.
Connect research and reality.
Let models meet the constraints of real markets, and let those constraints improve the research.
Grow with intention.
Bring together people with different ways of thinking, united by careful work and a long-term view.
A shared
curiosity.
Thoughtful conversations about research, technology, and markets.
PEOPLE
Research & engineering.
For people working across quantitative research, machine learning and research engineering.
What to share
A short introduction and a link to research, code or a project you can share publicly are enough to begin. Tell us the questions that interest you.
INSTITUTIONS
Institutional dialogue.
For institutions exploring research, platform development, market data or infrastructure collaboration.
Start a dialogue
Research exchange · Platform development · Infrastructure
Introduce your organization, the area you would like to explore and what a useful next conversation would cover.
GENERAL ENQUIRIES