Powered by Claude 3.5 Sonnet & Model Context Protocol

AI-Native Cold-Chain & Fresh Trade Intelligence

Empowering cross-border food importers and distributors with real-time commodity price forecasting, automated phytosanitary compliance, and predictive perishability routing.

為跨境生鮮進口商與批發商提供即時大宗商品價格預測、動植物檢疫單據自動合規審查，以及生鮮保鮮期動態物流決策。

Explore Architecture →
No credit card · API access · Enterprise-ready
ACTIVE TELEMETRY PIPELINE FEED: APAC-CORRIDOR-04
Commodity Intelligence 30D Forecast Model
Chile Cherry APAC Index
$14.20/kg +12.8%
Cold Chain Telemetry Sensor Stream
Container: STAI-CHL-0281
2.1°C STATUS: OPTIMAL
Set-point: 1.5–3.0°C Humidity: 92% · CO2: 4.8%
Port Operations Risk Port of Busan
Berth Congestion Risk
18% ETA DELAY: +4h
Dynamic rerouting evaluated: Current shelf-life impact is negligible (0.2%).
Valparaíso
Busan
Kaohsiung
BUILT FOR THE COMPLEXITY OF GLOBAL FRESH TRADE
01 / MISSION CONTROL

One intelligence layer for the entire fresh-trade pipeline.

Monitor markets, documents, shipments and perishability from a single operational intelligence layer.

app.shiguangfresh.trade — Mission Control
LIVE TELEMETRY Last sync 2.4s ago
Spoilage Reduction
-38.4%
vs. industry baseline
Customs Clearance Speed
14.2×
faster processing
Trade Pipeline Monitored
$14.8M
active perishable shipments
Forecast Confidence
94.7%
30-day commodity model
Chile Cherry APAC Index 30-day forecast
Day -30 Today Day +30
Reefer Telemetry Target: 0–4°C
+4.2°C
00:00 Anomaly resolved (14m) Live
Port Congestion Berth wait risk
Busan 18%
Kaohsiung 12%
Singapore 24%
Shanghai 31%
AGENT EXECUTION STREAM (STAI-AGENT-DAEMON v2.4.1) STATUS: VERIFIED
  • 14:32:08 IoT gateway connected → container STAI-0281 telemetry active (Reefer ID: RF-992)
  • 14:32:10 phytosanitary_certificate.pdf parsed (14 text chunks, 3 inspection stamps verified)
  • 14:32:11 Claude evaluation → port congestion risk: 18% at Busan Berth 4
  • 14:32:12 invoice ↔ bill_of_lading cross-check passed: Zero discrepancy (Match rate 100%)
  • 14:32:14 route optimization executed → Busan → Kaohsiung (Fuel + thermal degradation delta: -2.3%)
  • 14:32:15 perishability model updated → remaining shelf life: 11.4 days (Optimal distribution buffer)
02 / INTELLIGENCE LAYER

From raw trade data to operational decisions.

Six domain-specialized intelligence modules designed exclusively for perishable supply chains and customs verification.

01 / MARKET FORECAST

Predictive Price Intelligence

Analyze climate anomalies, origin production reports, auction data, and wholesale markets to forecast fresh commodity movements over the next 30 days.

Bayesian Horizon 94.7% Conf.
Sources: USDA, SAG Chile, Jiangnan Wholesale, Mercabarna
02 / COMPLIANCE ENGINE

Autonomous Customs Clearance

Extract and cross-check bills of lading, phytosanitary certificates, health certificates, and certificates of origin in seconds with zero transcription errors.

Document Verification PASSED (4/4)
B/L #MEDU991 · Phyto #SAG-2026-X · Invoice verified
03 / COLD CHAIN

IoT Perishability Telemetry

Continuously calculate remaining shelf life from real-time temperature changes and automatically recommend intervention before damage occurs.

Thermal Envelope 2.1°C Nominal
Shelf life buffer: 11.4d remaining (decay velocity 0.08%/hr)
04 / COMMUNICATION

Multi-Lingual Supplier Agent

Summarize, translate, and structure international supplier communications across English, Chinese, Spanish, and Japanese into standardized purchase orders.

Inbound Translation ES → EN / ZH
Negotiation terms extracted: FOB San Antonio $48.50/box
05 / AUDIT TRAIL

Audit & Food Safety Compliance

Generate verifiable audit trails aligned with international food safety and agricultural import frameworks (HACCP, FDA, GACC, and GlobalGAP).

Framework Checklist HACCP Compliant
Immutable hash audit log: 0x8f2a...c4e9
06 / EXTENSIBILITY

Open MCP & ERP Integration

Connect to SAP, Oracle SCM, WMS, or proprietary systems through Model Context Protocol (MCP) endpoints with zero legacy lock-in.

Connector Mesh SAP S/4HANA Ready
Latency: <350ms streaming · REST & gRPC support
03 / ARCHITECTURE

Developer-First Architecture Powered by Claude

A secure intelligence layer designed to sit on top of your existing trade infrastructure.

Data Sources
ERP (SAP / Oracle)
WMS & Depots
IoT Reefer Sensors
Scanned Manifests
Supplier Email
Market Spot Feeds
MCP Gateway
Authentication
Context Routing
Tool Access Control
Telemetry Ingestion
Claude Agents
Compliance Agent
Price Predictor
Perishability Agent
Supplier Agent
Intelligence API
Forecast Feeds
Anomaly Alerts
Routing Decisions
Auto-Filing Webhooks
Operations
Customs Clearance
Procurement Desks
Cold Logistics
Settlement & Finance
ZERO DATA RETENTION

Enterprise-grade data handling. Your trade documents, proprietary pricing margins, and telemetry payloads are never used for model training.

<350ms STREAMING LATENCY

Sub-second model responses and streaming webhooks designed for high-frequency customs filings and live maritime tracking.

MULTIMODAL DOCUMENT PARSING

Handle stamped physical documents, handwritten bills of lading, multi-page phytosanitary forms, and blurred certificate scans with equal precision.

compliance_eval.ts TypeScript · Model Context Protocol
import { TradeClient } from "@shiguang/trade-sdk"; const trade = new TradeClient({ apiKey: process.env.STAI_API_KEY }); // Cross-examine multi-modal customs documents against live reefer telemetry const assessment = await trade.container.compliance({ containerId: "STAI-0281", documents: [ phytosanitaryCertificate, billOfLading, commercialInvoice ], context: "customs-clearance" }); console.log(assessment.risk); // Output: { score: 0.02, status: "CLEARED" }
MCP → Claude 3.5 Sonnet → Trade Intelligence API
04 / PRICING

Start small. Scale with your trade volume.

Transparent, utility-aligned pricing designed for modern food importers, brokers, and multi-hub distributors.

Developer / Sandbox
$0 / month

For developers and early experimentation with our trade MCP server.

  • 1,000 API calls / month
  • Standard MCP connectors
  • Developer API access
  • Sandbox test environment
  • Community support
RECOMMENDED
Growth Desk
$499 / month

For growing importers, regional distributors, and customs brokerage desks.

  • 50,000 transactions / month
  • Document OCR & seal validation
  • Real-time cold-chain anomaly alerts
  • 30-day commodity price intelligence
  • Priority email & Discord support
Enterprise Global
Custom

For multinational operations and intercontinental container fleets.

  • Unlimited transactions
  • Custom model tuning & fine-tuning
  • Private cloud / on-prem deployment
  • Dedicated infrastructure & VPC peering
  • 24/7 SLA & dedicated solutions engineer

Turn your fresh-trade operations into a predictive system.

Replace fragmented spreadsheets, documents and shipment signals with one intelligent operational layer.