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We build operational trading systems where research, execution, and risk are integrated into a single controlled pipeline.
Data ingestion, feature construction, model evalution, regime analysis. Models are selected for behavior under stress, not for isolated backtests.
Latency-aware routing, volatility filters, liquidity constraints. Orders are shaped by market conditions, not idealized fills.
Exposure limits, drawdown logic, circuit breakers, kill conditions. Risk is enforced mechanically, not emotionally.