Sensors and detection
AI X-ray Cargo and Vehicle Inspection
Neural-network analysis of X-ray scans of lorries, rail wagons and containers to flag goods that may be smuggled.
Customs administrations scan lorries, rail wagons and containers with large fixed or mobile X-ray equipment. Some run the resulting images through neural networks trained to recognise classes of goods, so that officers are pointed to loads that may hold smuggled goods before deciding whether to inspect them physically.
The tracker records bodies that report using this kind of analysis in border and customs enforcement. It is distinct from AI weapons detection screening, which scans people walking through a portal: these systems analyse images of vehicles and the goods they carry.
In Poland the Ministry of Finance told the Sejm in 2025 that the customs system OKO-RTG uses convolutional neural networks on X-ray images from road and rail transport to flag possible smuggling of tobacco products, and that the system does not process citizens' data.
On the tracker
Filter, group or download these records| Deployment | Country | Supplier | Since | Status | Checked |
|---|---|---|---|---|---|
| National Revenue Administration (KAS), PolandOKO-RTG AI analysis of X-ray images of vehicles and cargo | PolandPoland, national; road and rail border crossings | TensorFlight Poland | 2020 | Operational | |
| US Customs and Border ProtectionThruWave millimetre-wave 3D imaging for contraband in imported mail (pilot) | United StatesMail facilities | ThruWave | 2025 | Trial | |
| US Customs and Border ProtectionEmpty container detection model for X-ray images | United StatesPorts of entry | — | 2023 | Operational | |
| US Customs and Border ProtectionCommodity detection model for X-ray images | United StatesPorts of entry | — | 2025 | Operational | |
| US Customs and Border ProtectionAdvanced Analytics for X-ray Images (AAXI) | United StatesPorts of entry | — | — | Proposed | |
| US Customs and Border ProtectionAnomaly detection in vehicle inspection images (two planned models) | United StatesPorts of entry | — | — | Proposed | |
| US Customs and Border ProtectionIntegrated Defense and Security Solutions parcel anomaly detection | United StatesPorts of entry | — | — | Proposed |