Decision Pipeline // Systems Map Multi-path diagnostic & feedback loop architecture
01 / INGESTION & FEATURE EXTRACTION 02 / DUAL-PATH ANALYSIS & GATING 03 / DISPOSITION & CLOSED-LOOP FEEDBACK RAW FEATURES FEATURES BYPASS VECT CLASS DISP ALERT VERIFICATION root_cause_verified SENSOR STREAM SRC: TELEM_G6 FEATURE EXTRACTOR • MEAN • STD DEV • KURTOSIS • SPECTRAL CENTROID RATE: 250 HZ RULE-BASED GATE TRIGGERS: ACTIVE ISOLATION FOREST NOVELTY DETECTOR SUPERVISED CLASS XGB MODEL REGISTRY FAILURE PROBABILITY STATUS: NOMINAL (0.02) WORK-ORDER GEN STATUS: IDLE ENG VERIFICATION ROLE: STANDBY FEEDBACK LOOP TARGET: ML RETRAIN