Disciplines

📦 Logistics Intelligence (LOGINT)

🔌 Sources for Logistics Intelligence (3)

🎯 Mission Domains served

🎫 Data Points

🔍 Lookup

📊 Pre-built Queries · Logistics Intelligence

🔄 Live Datasets & APIs (3 key-free · ingestible)

📜 Playbook — Logistics Intelligence collection

1. Direction — frame the requirement for Logistics Intelligence: what decision does this support, by when?
2. Collection — collect from the 3 mapped sources (3 free) — filter the catalog by LOGINT; capture provenance and observe OPSEC.
3. Processing — normalize, de-duplicate and enrich the collected data.
4. Analysis — correlate against local holdings; apply ACH; assign confidence.
5. Dissemination — open a case, draft a report, share via STIX/MISP.
6. Feedback — set an alert rule / watchlist to monitor for change.

⚡ AI Skills & Automation

Automate unattended via the cron pipeline (collect → ingest → resolve → enrich → score → alert).

🗃 Data Management

🧩 Advanced Capabilities

🔗 Pivot to related disciplines

✨ Enrichment pathways

🎯 Mission

Logistics Intelligence collects freight movements, customs and trade records, carrier schedules and shipment tracking to reveal how goods physically move between actors. It answers who ships what to whom, by which mode and route, and where chokepoints, transshipment hubs and diversion points sit.

📡 Collection methods

• Bill-of-lading and customs import/export manifest mining
• HS-code trade-flow analysis to profile commodity volumes and corridors
• Container and air-waybill tracking-number monitoring
• Carrier schedule, port-call and berth arrival/departure analysis
• Freight-forwarder and 3PL corporate-record enrichment
• Ground fleet telematics and GPS OSINT for last-mile routing

📚 Key sources & datasets

🎫 Data points produced

🔧 Tools & frameworks

• UN Comtrade API
• ImportYeti
• Trase
• OpenRefine
• Maltego
• QGIS
• Datawrapper
• Neo4j

📜 Logistics Intelligence Tradecraft

1. Harvest bill-of-lading and customs manifests plus UN Comtrade HS-code flows for the target commodity.
2. Normalize consignee/shipper names, container IDs and HS codes with OpenRefine and reconcile to LEIs.
3. Analyze corridor volumes, seasonality and transshipment hubs to expose the primary routing.
4. Attribute shipper/consignee to beneficial owners via OpenCorporates and GLEIF ownership chains.
5. Publish a corridor flow map and shipment ledger to the LOGINT dashboard.
6. Trigger supply-chain or sanctions review on anomalous re-export, diversion or shell-forwarder nodes.

📊 Dashboard KPIs

🔍 Pre-built queries

🔗 Cross-discipline pivots

🗃 Data Management

🧩 Advanced Capabilities