The future of trading is AI-ONLY
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The first lab engineering the complete infrastructure for fully autonomous trading agents

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Our Vision

AI capabilities only advance—they never regress. As AGI approaches, fully autonomous, AI-only trading firms will inevitably outperform today's human-assisted systems. Tokalpha Labs is building the infrastructure for that inevitable future.

110+
Papers Surveyed
6
Agent Architectures
7
Autonomous Trading Stages
4
Integrated Projects

Our Research

Four integrated projects advancing the complete autonomous trading pipeline

10× RESEARCH GAP

Survey Paper

Exposing the critical imbalance between alpha generation and deployment infrastructure. Our survey of 110+ papers revealed zero systems address the complete trading pipeline.

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Time-Travel Safe

Unified Dataset Platform

Eliminating time-travel contamination for reliable backtesting in both historical and real-time data. Clean data for trustworthy results.

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Multi-Modal Intelligence

Alpha Factory

Superhuman-scale alpha generation from multi-modal market data: time series, news, social media, financial reports, candlestick charts, and earnings calls.

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XAI Module

Explainable AI Module

Trustworthy decision-making where every trade can be explained and verified. Building transparency into autonomous trading systems.

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Latest Insights

Research perspectives and technical insights from the frontier of AI trading

Research
January 20, 2026•12 min read

LLM-Based Algorithmic Trading: The 2025 Trend Report

Large Language Models have entered algorithmic trading with unexpected force. This report examines what's working, what's broken, and where the field is headed—from live market evidence to the critical 10× research imbalance.

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Industry Insights
January 15, 2026•14 min read

AI-Only Companies: The Inevitable Future or Silicon Valley Myth?

Elon Musk's vision of companies with zero human employees has rippled through Silicon Valley. This report examines what AI-only firms actually look like today, what research says about their feasibility, and what the first generation of fully autonomous companies might actually achieve.

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Ready to Shape the Future of Trading?

We're looking for researchers, engineers, and institutions who want to build the autonomous trading infrastructure of tomorrow.

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