Walk-Forward Orchestrator

Three-Stage Adaptive Training & Calibration Pipeline

01 / WALK-FORWARD WINDOW 02 / BIAS CALIBRATION 03 / RANK & GUARDRAIL FIT OUT CALIBRATED RETRAIN TRIGGER (MONTH +1) M1-4 M1-5 M1-6 M1-7 M1-8 Hover rows to inspect historical splits Calibration: Raw Residuals (Noisy) 03. SPY-P440 [MID: -$1.40] 02. SPY-C465 [MID: +$0.85] 01. SPY-C450 [MID: +$3.20] GUARDRAIL: VOL CLIPPED < 2.5σ RETRAIN_MODEL CALIBRATE_BIAS RANK_CONTRACTS

System Status: Active

Data flow is running. Click any processing node (RETRAIN_MODEL, CALIBRATE_BIAS, RANK_CONTRACTS) to inspect its execution parameters and logic.