📡 Data Sources & Coverage
Where GMIIE gets its data, how it's weighted, and which jurisdictions are monitored
Central Bank Publications
Official central bank outputs form the foundation of GMIIE's intelligence layer. These are first-party sources with the highest credibility weighting. The system ingests speeches, research papers, monetary policy decisions, and official CBDC status reports from 14 jurisdictions.
Sources
Data Types Ingested
BIS & International Bodies
International bodies provide cross-jurisdictional context that no single central bank can. BIS Innovation Hub project updates (mBridge, Agorá, Mariana) are critical for tracking actual multilateral deployment progress versus individual jurisdiction claims.
Sources
Data Types Ingested
Regulatory Filings & Legislation
Regulatory filings reveal the actual legal frameworks being constructed around digital monetary infrastructure. MiCA enforcement filings, US stablecoin legislation (HR 4766), and consultation responses provide concrete evidence of regulatory direction — often more reliable than speeches.
Sources
Data Types Ingested
Settlement Network Data
Settlement network operational data provides ground truth for Ring 4 (Fragility) analysis. SWIFT gpi adoption rates, CLS daily volumes, and CIPS throughput directly measure the infrastructure that GMIIE monitors. These are the 'vital signs' of the global financial plumbing.
Sources
Data Types Ingested
OSINT & Structured Intelligence
Open-source intelligence enriches the primary source data. Stablecoin supply data (USDC, USDT market caps) is cross-validated against issuer attestations. Academic research provides methodological grounding. All secondary sources receive lower confidence weighting and must be corroborated.
Sources
Data Types Ingested
Financial Market Data
Ring 1 (Structural Signals) ingests quantitative financial data to detect stress. Rate differentials, FX volatility spikes, and stablecoin supply changes are early indicators of structural shifts. The system tracks 20+ signal types across 14 jurisdictions.
Sources
Data Types Ingested
🎯 Credibility Scoring
Every data point in GMIIE carries a credibility weight that directly affects its influence on ring scores. Higher-credibility sources have more impact on composite assessments.
First-party, official, or operational data. Direct from the institution or system being analyzed.
Third-party aggregated data that has been cross-validated against primary sources.
Media reports, analyst commentary, or unverified claims. Used for signal detection but heavily discounted in scoring.
🗺️ Jurisdiction Coverage
GMIIE monitors 14 jurisdictions spanning 5 regions, covering approximately 85% of global GDP and all major CBDC initiatives currently in development or production.