Global infrastructure, compliance automation, and the data network powering autonomous trade intelligence.
TradeStance maintains a network of automated scrapers and API connections spanning the top 50 exporter countries. Every data node is monitored for staleness, validated against statistical anchors, and scored for reliability in real time.
TradeStance is built on a serverless-first architecture designed for 99.9% diagnostic uptime and edge-level latency.
Edge-deployed API gateway with zero cold starts. Global Points of Presence for sub-50ms latency to any market. REST and WebSocket via Durable Objects for real-time terminal feeds.
PostgreSQL backbone for commodity data, user state, news feeds, and real-time WebSocket subscriptions. Row Level Security for multi-tenant isolation. Price history and forecast storage.
DIA-LSTM model training and inference. Dual-stream architecture fusing 30-day price sequences with 128-dim news sentiment embeddings. Deployed on Vertex AI (n1-standard-4) instances.
Full observability stack. Structured logging via Axiom for pipeline diagnostics. Sentry for error tracking and performance monitoring. PII scrubbing enabled across all telemetry.
TradeStance automates the regulatory layer of international trade — from tariff classification to customs risk assessment — eliminating manual compliance overhead for importers.
Automated Harmonized Tariff Schedule lookup. 10-digit resolution for precise duty determination across all commodity categories.
MFN rates, preferential trade agreements, anti-dumping duties, and countervailing duties applied programmatically with real-time rate updates.
Withhold Release Order (WRO) screening, Forced Labor Prevention Act (UFLPA) entity checks, and FDA import alerts integrated into the pre-shipment workflow.
GSP, USMCA, and bilateral FTA eligibility determination for duty optimization. Origin-based preferential rate application.
Commercial invoice, packing list, and certificate of origin validation against CBP requirements. Automated flag generation for incomplete filings.
Data flows from international exchanges and government boards into the TradeStance Consensus Engine, validated at every stage:
┌─────────────────────────────────────────────────────────────────┐ │ TRADESTANCE DATA MESH │ ├─────────────────────────────────────────────────────────────────┤ │ │ │ ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ │ │ │ LME/ICE │ │ CBOT │ │ TuRIB │ │ Agmarknet│ │ │ │ (London) │ │ (Chicago)│ │ (Ankara) │ │ (Delhi) │ │ │ └────┬─────┘ └────┬─────┘ └────┬─────┘ └────┬─────┘ │ │ │ │ │ │ │ │ ▼ ▼ ▼ ▼ │ │ ┌─────────────────────────────────────────────────────────┐ │ │ │ DATA GUARDIAN PIPELINE │ │ │ │ Floor → Ceiling → Staleness → Reliability → Anomaly │ │ │ └───────────────────────┬─────────────────────────────────┘ │ │ │ │ │ ┌──────────────────┼──────────────────┐ │ │ ▼ ▼ ▼ │ │ ┌─────────┐ ┌──────────────┐ ┌──────────┐ │ │ │ 6-Tier │ │ DIA-LSTM │ │ News │ │ │ │ Pricing │ │ Consensus │ │ Engine │ │ │ └────┬────┘ └──────┬───────┘ └────┬─────┘ │ │ │ │ │ │ │ ▼ ▼ ▼ │ │ ┌─────────────────────────────────────────────────────────┐ │ │ │ TRADESTANCE TERMINAL │ │ │ │ Prices · Forecasts · Alerts · Landed Cost · Signals │ │ │ └─────────────────────────────────────────────────────────┘ │ │ │ └─────────────────────────────────────────────────────────────────┘