1. Discover
Hypotheses come from market structure, statistical anomalies, and execution behavior.
Approach
A repeatable lifecycle for research and deployment.
Every model moves through discovery, validation, controlled release, and continuous monitoring.
2. Validate
Strategies are tested with backtesting, out-of-sample protocols, robustness checks, and stress scenarios.
3. Deploy
Production rollouts use controlled gates, clear limits, and deterministic runtime behavior.
4. Monitor
Live systems are measured continuously with alerting and post-trade diagnostics.
Risk Controls
- Pre-trade limits and instrument-level constraints.
- Real-time monitoring with automated circuit breakers.
- Post-trade review and model-change controls.