Real-time trade disruption intelligence. Scored, classified, and ready to integrate.
Our dataset goes beyond aggregation. Every disruption event is classified, scored, and enriched with structured metadata ready for integration.
Continuous NLP processing of 2,400+ global news sources, wire services, and government feeds. Disruptions detected within hours of first report.
Proprietary bidirectional -4 to +4 scale capturing both disruptions and restorations with multi-factor weighting.
Every event tagged with precise coordinates, affected trade corridors, ports, and border crossings. Map-ready from day one.
Clean, documented API with filtering by region, severity, category, and date range. WebSocket feed available for real-time consumers.
Early warning indicators based on news velocity, sentiment shift, and historical pattern matching. Know before the disruption escalates.
Events classified across 18 disruption types: sanctions, tariffs, port closures, conflicts, climate events, regulatory changes, and more.
Clean, structured JSON delivered via API or bulk download. Here's what a single disruption record looks like.
{
"eventid": 17,
"date": "20250102",
"event_summary": "Maersk asks customers to
remove cargo before potential
strike at US ports",
"severity_score": -3.0,
"ai_event_sentiment": "negative",
"event_type": "strike",
"country": "United States",
"region": "North America",
"commodity_tag": "Shipping Ports Logistics",
"trade_routes": "Trans-Pacific | Trans-Atlantic",
"temporal_status": "HAPPENED",
"days_length": 1
}| severity_score | -4.0 to +4.0 bidirectional scale |
| event_type | strike, supply_cutoff, policy, import, export, infrastructure, production |
| commodity_tag | 18 categories: Crude Oil, Semiconductors, Steel, Natural Gas, Rice... |
| trade_routes | Affected corridors: Trans-Pacific, Strait of Hormuz, Black Sea... |
| hs_chapter | Harmonized System code for commodity classification |
| temporal_status | HAPPENED, ONGOING, FORECAST |
| port / waterway | Chabahar Port, St Lawrence River... |
| explanation | AI-generated impact analysis |
| country | Source country for the event |
| region | Africa, Asia, Europe, Middle East, North America |
| date | Event detection date (YYYYMMDD) |
| days_length | Duration of disruption event |
From trading desks to boardrooms — structured disruption data for the teams that need it most.
Signal detection for trading desks. Identify supply shocks, export bans, and route disruptions before they hit the market.
Early warning for procurement teams. Monitor supplier regions, track port closures, and assess cascading disruption risk.
Exposure assessment for cargo and trade credit underwriters. Quantify risk by route, region, and commodity in real time.
Structured datasets for analysts and academics. Study trade policy impacts, sanction effects, and geopolitical disruption patterns.
Route disruption alerts for freight operators. Reroute shipments proactively with real-time corridor status and severity data.
Macro trend detection for strategy teams. Track disruption patterns across sectors and regions to inform investment and positioning.
Structured trade disruption data, delivered via API.