Four layers of intelligence. Zero cloud dependency. Complete transparency.
Raw tick data flows directly from your broker’s API into our ingestion engine. We capture every trade, every quote, every order book update in real-time. No sampling. No delays. No aggregation that hides important signals.
Our feature extraction pipeline identifies hundreds of microstructure patterns from the raw data stream. These features capture order flow imbalance, liquidity dynamics, and hidden institutional activity.
Extracted features feed into our trained transformer architecture, generating probability distributions for price movement across multiple timeframes. The model runs entirely on your hardware.
Raw predictions pass through our risk management layer, which filters low-confidence signals and adds position sizing recommendations. You receive clean, actionable intelligence with full explainability.
Custom C++ ingestion engine processing 100,000+ events/second with sub-millisecond latency.
PyTorch-based transformer architecture with custom attention mechanisms for temporal pattern recognition.
Direct broker API integration with smart order routing and real-time risk monitoring.