Blue Lotus Labs turns any return series into a forward distribution of drawdown, tail-loss, and recovery — with confidence intervals and a model-fragility score on every run. Regime-aware Monte Carlo, Extreme Value tails, and walk-forward out-of-sample validation. Enable JavaScript to use the app.