System Architecture & Signal Generation Framework
 

Our trading infrastructure is engineered with a clear, modular workflow that ensures both reliability and innovation at every stage. The system follows a deliberate progression from signal ideation and generation at the top tier, through rigorous validation in the middle layer, down to precise execution at the live trading level.
 

Two-Tiered Signal Generation Strategy
 

At the heart of our approach lies a sophisticated dual-layer signal generation framework:
 

• Primary Signal Generators form our foundation—a curated suite of battle-tested platforms and methodologies including QuantConnect, TradingView, LEAN Engine, and our proprietary backtesting infrastructure. These systems handle systematic strategies, long-short equity models, and ETF-style investing approaches. They represent proven, production-grade signal sources that deliver consistent, reliable alpha across various market conditions.
   

• Secondary Signal Generators serve as our innovation laboratory—the EnAn ML Laboratory, Arbitrage Laboratory, and Portfolio Laboratory. This experimental tier pushes boundaries, exploring cutting-edge machine learning techniques, novel arbitrage opportunities, and advanced portfolio optimization strategies. Here, we incubate potentially higher-alpha signals that may evolve into primary generators once they demonstrate robust performance.
   

Intelligent Integration & Execution
 

The architecture seamlessly integrates real-time tick data feeds with advanced reasoning models powered by LLM generation, enabling dynamic strategy tailoring that adapts to changing market conditions. This flows into our execution layer, which spans multiple platforms—from MetaCloud and MT5 to Interactive Brokers and beyond—supporting everything from high-frequency paper trading to live execution across multiple asset classes and programming environments (Python, C++, Rust, C#).
 

This modular design ensures we can rapidly deploy proven strategies while continuously innovating, maintaining the perfect balance between stability and evolution in our trading operations.