A cloud-based SaaS platform that automatically computes precise position sizes based on account size, risk percentage, leverage, and stop-loss distance. It ingests backtest results to generate interactive analytics dashboards (MAE, day-of-week performance, drawdown analysis) and provides a statistical 'Edge Score' to validate strategy readiness—eliminating manual math and custom visualization code entirely.

The retail trading boom and prop firm challenge explosion have created millions of traders who need institutional-grade quantitative tools but lack the programming skills to build them, while AI now enables automated statistical validation that was previously only available to hedge funds.