Everything you need to trade with machine learning confidence — from signal generation to autonomous execution.
Our core intelligence layer combines multiple neural network architectures into a unified prediction engine that continuously learns from market behavior.
Long Short-Term Memory networks capture temporal dependencies in price action, identifying patterns across multiple timeframes simultaneously.
Self-attention mechanisms weigh the importance of each market event, focusing compute on the signals that matter most for prediction accuracy.
XGBoost and LightGBM models handle structured feature engineering — volume profiles, order flow imbalances, and macro indicators.
200+ engineered features extracted from raw market data: micro-structure signals, volatility regimes, momentum decomposition, and cross-asset correlations.
Meta-learner aggregates predictions from all base models, weighting each by recent performance to maximize ensemble accuracy in current market conditions.
Scheduled retraining pipelines on AWS Step Functions ensure models stay current. Automatic drift detection triggers emergency retraining when needed.
Millisecond-latency signal routing from TradingView alerts to broker execution, powered by AWS serverless architecture.
Pine Script strategies generate webhook alerts that are routed through API Gateway to Lambda functions for instant processing and validation.
Serverless compute handles signal validation, ML inference, position sizing, and order routing — scales from 0 to thousands of concurrent signals.
Direct API integration with Tradovate for futures execution. Token management handles auth renewal, Cloudflare-safe headers, and retry logic.
AWS EventBridge routes events between components with zero-polling architecture. Step Functions manage complex multi-stage workflows reliably.
Single-digit millisecond read/write for position tracking, order state, and trade journal. Full audit trail for every decision the engine makes.
Real-time dashboards, custom metrics, and anomaly-detection alarms. Get notified instantly if any component degrades or fails.
Capital preservation is non-negotiable. Our multi-layer risk framework protects your account across every market condition.
Kelly Criterion-based sizing adjusts exposure based on model confidence, volatility regime, and portfolio heat — never risking more than the math supports.
Automatic trading halt when daily or weekly drawdown thresholds are breached. The system pauses, recalibrates, and resumes only when conditions improve.
Real-time cross-asset correlation tracking prevents overexposure to correlated positions. Portfolio-level risk is always bounded.
Start your 14-day free trial and explore every feature hands-on. No credit card required.
Get Started Free