PLATFORM

How the system works.

Five stages, end to end. Data is point-in-time. Decisions are auditable. Paper first, live after.

  1. Data
  2. Research
  3. Signal
  4. Execution
  5. Risk
Data
Point-in-time market, position, and execution records.
Research
Hypothesis-led backtests, stress tests, and out-of-sample validation.
Signal
Versioned model lifecycle, feature lineage, and decision audit trail.
Execution
Paper-first deployment, order routing, fills, and slippage analysis.
Risk
Vol-targeted sizing, exposure limits, drawdown controls, and kill switches.

Execution

Order management. Broker integrations. Paper and live.

Research

ML models. Backtesting. Signal generation.

Risk

Position sizing. Exposure limits. Full audit trail.