GMIIE Intelligence Engine

GMIIE synthesizes signals from 14 jurisdictions and 40+ sources through a 5-ring analytical architecture to detect patterns that precede market-moving events in global financial infrastructure. The five rings — Structural Signals, Language Drift, Deployment Tracking, Infrastructure Fragility, and Geopolitical Fractures — feed into 23 active subsystems including event ingestion, narrative analysis, jurisdiction monitoring, scenario engine, and the Oracle Prediction Factory. The Oracle generates probabilistic macro-asset forecasts across BTC, ETH, DXY, Gold, and UST10Y via a 5-layer ML pipeline with regime detection and SHA-256 signed publications. 20 Celery Beat tasks maintain 4-hour update cycles across all modules.