ORION will (a) improve coordination between border, customs and security controls through the development of novel, ground-breaking technologies to streamline processes and enhance communication between various control points; (b) optimize resource allocation for border checks in a dynamic manner, reducing wait times and hassle for travellers while maintaining high security standards; (c) enhance threat detection capabilities of border authorities in challenging operational environments such as on roll-on-roll-off ferries where vehicles and passengers are in continuous movement; (d) enforce interoperability with existing databases and tools and legacy systems used by different EU MSs; (e) improve energy efficiency and reduce the environmental impact of the border passing operations minimizing the waiting queues and reducing traffic congestion in these border crossings points and (f) ensure strong ethical and legal compliance of the developed technologies in order to protect travellers’ personal data. Its innovative framework will be demonstrated in 4 diverse yet complementary use cases, i.e., targeting passenger and vehicle verification during (a) embarkment and (b) disembarkment from roll-on-roll-off (Ro-Ro) ferries, (c) enhanced risk assessment and resource allocation at land border check points and (d) improved security for passengers travelling by train.