Looking at how OEMs and suppliers are solving perception and safety challenges as machines move toward higher levels of autonomy in unpredictable environments like construction sites and fields.

• Learn how sensor fusion combines cameras, radar, lidar and AI to improve machine safety in demanding off-highway environments.
• Hear how OEMs and suppliers tackle perception challenges in dust, mud, poor visibility and constantly changing job sites.
• Explore the latest advances in obstacle detection, collision avoidance and operator assistance for safer machine operation.
• Discover how advanced perception technologies are enabling higher levels of automation while maintaining safety and reliability.
• Gain insight into future trends shaping autonomous off-highway vehicles and the next generation of safety systems.