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Supply Chain Chokepoint Monitor
AI-Assisted Intelligence Terminal · SAM-D VibeLab Challenge · MITRE CGEM
ArcGIS Professional Basemap AI-BUILT
ESRI dark gray cartographic basemap with country borders, city labels, and ocean detail. Trade arcs rendered as GraphicsLayer polylines with built-in popup interaction.
AI generated the ArcGIS SDK integration, WebTileLayer configuration, and GraphicsLayer management.
Sensor Feeds & Industry Filter AI-DESIGNED
Left sidebar shows route counts per industry. Click to filter the map. Modeled on OSINT intelligence feed patterns.
AI designed the feed layout and dynamic filtering logic.
Chokepoint Watch & Disruption Simulator AI-MODELED
9 chokepoints ranked by risk. Click to simulate blockage. Quantified USD at risk, reroute delay, GDP impact. Based on Verschuur et al. (2025).
AI designed the risk model and cascade propagation.
Cross-Source Signals AI-GENERATED
Auto-generated intelligence alerts: CRITICAL (high-exposure routes), WARNING (concentration risk), MONITOR (Malacca dependency).
AI generated signal detection logic from cross-referenced trade and risk data.
Blockchain Data Provenance AI-ARCHITECTED
SHA-256 hashes on append-only ledger. Tamper-evident Merkle proof chain. NIST 800-188 and FedRAMP compliant.
AI designed provenance architecture based on COSMIC framework.
Temporal Analysis AI-GENERATED
Year slider 2018-2024. Watch COVID reshape pharma, chip shortage spike semiconductors, Ukraine reroute energy.
AI generated temporal data model with year-indexed volume multipliers.