Small AI models enable autonomous target identification and engagement for drones

Scaleout Systems, a NATO-backed startup originating from Sweden's Uppsala University, is adapting edge-based machine learning for military drone operations. Originally focused on commercial vehicle data, the company shifted its mission following the 2022 Russian invasion of Ukraine to support defense applications. By deploying compact AI models directly onto drone hardware, Scaleout Systems enables autonomous target detection and selection in battlefield environments. CEO Andreas Hellander noted that the technology is designed to operationalize sensor data at the edge, providing NATO allies with a strategic advantage in modern warfare. The initiative highlights the growing integration of artificial intelligence in autonomous systems, allowing drones to perform surveillance and attack missions with reduced reliance on remote human intervention. This development reflects a broader trend of defense sectors leveraging specialized machine learning to enhance the operational capabilities of small-scale unmanned aerial vehicles.