Tokalpha Labs

Building the infrastructure for the inevitable AI-driven trading future

Focus
End-to-end autonomous trading infrastructure
Scope
All 7 stages of the trading pipeline
Methods
Research-first, time-safe, explainable

Our Mission

AI capabilities only advance—they never regress. The future of trading is autonomous, and that future is inevitable.

But current research focuses overwhelmingly on alpha generation while neglecting the infrastructure needed for real-world deployment.

Tokalpha Labs exists to fill this gap. We're building the first end-to-end autonomous trading infrastructure that addresses all seven stages of the trading pipeline—from data collection through execution.

The Seven-Stage Trading Pipeline

1
Data Collection
2
Data Quality
3
Signal Generation
4
Alpha Aggregation
5
Portfolio Construction
6
Risk Management
7
Execution & Deployment

Unlock alpha, token by token

Our Approach

🔬

Research-Driven

Every decision is grounded in rigorous research and empirical validation.

🔄

End-to-End Thinking

We address the complete pipeline, not just isolated components.

🤝

Open Collaboration

Complex infrastructure requires collective effort across institutions.

🎯

Long-Term Vision

Building foundational infrastructure takes time. We're committed.

Research Philosophy

Evidence Over Hype

The field is filled with overpromising and underdelivering. We publish real results, acknowledge limitations, and validate rigorously.

Infrastructure Matters

Brilliant algorithms are worthless without robust data pipelines, reliable execution, and transparent decision-making systems.

Time-Safety First

Backtests contaminated with look-ahead bias are worse than useless—they waste resources and damage credibility. Clean data is non-negotiable.

Explainability Enables Trust

Black-box systems will never achieve widespread institutional adoption. Transparency and interpretability must be built in from the start.

Get in Touch

We're always interested in connecting with researchers, engineers, and institutions who share our vision for autonomous trading infrastructure.

General Inquiries

Questions about our research or platform

contact@tokalpha.ai

Research Collaboration

Academic partnerships and co-authorship

research@tokalpha.ai

Partnerships

Data providers, trading firms, investors

partnerships@tokalpha.ai

Executive Inquiries

Strategic partnerships and high-level matters

director@tokalpha.ai

Direct Contact

Personal inquiries and urgent matters

tuan@tokalpha.ai