AI trading platforms are promising to sell you autonomous bots that trade for you
AI trading platforms are promising to sell you autonomous bots that trade for you. But TQX disagrees with that premise. LLMs are trained on historical data. That means they've seen the future relative to any backtest window. Ask 100 models in 2007 whether 2008 will crash, and all 100 say yes. This is what makes open-ended LLM trading fundamentally unbacktestable, and therefore worthless. TQX is the infrastructure layer that fixes this. We confine LLMs to the generation layer to produce factors, skills, and structured signals to build your strategy. The model never touches the matching or backtest engine directly. That's how we solve the look-ahead problem. All in one canvas where traditional factor pipelines and modern LLM agents coexist: - Quantflow Agent -- drag-and-drop strategy composition - CQ2 -- proprietary model for generating, debugging, and optimizing quant code - TQ1 -- proprietary model for market analysis and agent-based trading decisions - Quantview -- visualize backtested and simulated trading signals - TQX Data -- global real-time market, news, and financial data via API/SDK/RAG/MCP But why TQX? - 50,000+ users since launching in August 2025 - $2.7M ARR, pacing to $7M by year-end - +3,000 GitHub stars on open-sourced infrastructure TQX gives you the harness to your build your strategy leveraging LLMs, AI and Agents without losing control of your decision making. What to build real professional grade Quant strategies? Try TQX today! Platform: www.tqx.ai