Learn from complexity.
Use models to explore relationships in data. Let evidence decide which ideas deserve further study.
+ AI-DRIVEN QUANTITATIVE TRADING
Independent thinking.
Disciplined inquiry.
XTRADING is a global AI-driven quantitative trading firm. Working across regions, we bring research and engineering to the study of markets.
Focused on crypto.
Looking across markets.

ANOTHER PERSPECTIVE
02 / APPROACH
Ask freely.
Conclude carefully.
Start with a clear question and a testable hypothesis. Revisit what seems familiar.
Seek supporting and conflicting evidence. Test the conclusion, and understand its limits.
Let new evidence change the view. Leave room for the next question.
03 / RESEARCH & ENGINEERING
Artificial intelligence expands the questions we can ask. Engineering gives us a way to test the answers.

Use models to explore relationships in data. Let evidence decide which ideas deserve further study.
Bring research into working systems. Pay attention to how they behave, where they fail, and what can be improved.
04 / CONVICTION
Ask good questions. Test them carefully. Stay willing to think again.
Good ideas deserve rigorous tests. Conclusions can be challenged; uncertainty should be acknowledged.
Markets change. Keep the standards of inquiry consistent, and leave room for new evidence.
Study what might work, and when it might fail. Restraint is part of judgment.
Thoughtful conversations about research, technology, and markets.
For people who enjoy difficult questions and turning ideas into working systems. We welcome an exchange of ideas.
For institutions interested in exchanging ideas on markets, research, and technology, and exploring future collaboration.