XSCAVE is a Horizon Europe-funded project that aims to revolutionize the autonomy of heavy mobile machines—such as excavators, forestry forwarders, and urban logistics vehicles—through AI-driven terrain-adaptive control systems. By focusing on real-world tasks in Earth-Moving, Forestry, and Urban Logistics sectors, XSCAVE seeks to improve operational efficiency, safety, and adaptability in challenging environments, ultimately addressing labor shortages and environmental concerns.

The project is motivated by the pressing economic, societal, and environmental challenges in sectors dependent on heavy machinery. Increased autonomy in such machines can address labor shortages and reduce environmental impact, such as minimizing soil damage and fuel consumption. The complex interactions between terrain and machine, which vary across tasks and environmental conditions, require a new level of intelligent adaptation that current systems lack.

XSCAVE represents a critical step toward safe, sustainable, and efficient automation in some of Europe’s most vital industries.