01
Submit
Models, signals or full ensembles enter a standardized intake.
Architecture
Simple at the front, rigorous underneath.
The system is designed around standardized model intake, hidden evaluation, live paper trading, ensemble contribution scoring, risk review and compliance gates.
Inside the platform
Every contribution is tested before it can shape a strategy.
02
Validate
Schema, metadata and quality checks make contributions comparable.
03
Lockbox test
Hidden environments reduce overfitting and reward robustness.
04
Paper trade
Live simulation tests timing, slippage and risk behavior.
05
Score & combine
Real contribution matters more than pretty backtests.
06
Go live
Approved components shape clear investor strategy sleeves.
System principles
Compliance by design
Research, signals, automation and managed investing are different risk levels and need explicit gates.
Component scoring
Models can serve as universe filters, buy selectors, sell signals, risk overlays or allocators.
Risk controls
Strategies need position limits, sector limits, turnover expectations, drawdown controls and audit trails.