Strategy Research & Risk Management

Factor research, backtesting, trading review, and risk management

Build a systematic research loop across strategy design, data processing, backtesting, trading review and risk management.

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Capability Scope

01

Strategy development workflow

End-to-end pipeline from signal hypothesis and data processing to backtesting validation and live deployment, with rigorous out-of-sample testing at each stage.

02

High-frequency factor research

Systematic factor mining across microstructure signals, with IC analysis, decay profiling and orthogonalization to isolate genuine alpha sources.

03

Trading review mechanism

Post-trade analytics covering fill quality, slippage attribution and strategy drift detection, feeding performance insights back into the research loop.

04

Risk management system

Real-time risk monitoring across exposure, drawdown and concentration limits, with automated alerts and pre-trade compliance checks.

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