Question: I'm looking for a way to automate industrial vehicles without needing extensive robotics expertise, can you help?

If you want to automate industrial vehicles without a lot of robotics expertise, AIM is a good option. AIM is an autonomous system that can turn existing heavy equipment into fully autonomous machines, boosting productivity and safety in construction and mining. It combines machine learning and robotics technology to work 24/7, rain or shine, and has built-in safety features to protect people on the ground. The system can be used to retrofit a range of earthmoving machines and can be operated manually, too, so it's a good fit for industries that rely on heavy equipment.

Another good option is Polymath Robotics, which offers an autonomous navigation platform for industrial off-highway vehicles. It's vehicle-agnostic and works with a wide range of sensors, so it's easy to plug into existing fleets. It includes features like waypoint navigation, path planning, obstacle detection and a safety layer that can stop the vehicle automatically. Polymath Robotics offers a lightweight, easy-to-use foundation for autonomy projects, so you can get to market faster with lower staffing needs.

If you're looking for a more complete fleet management system, Samsara offers a platform with tools to improve safety, efficiency and sustainability across a range of industries. Its platform includes AI-powered dash cams, real-time GPS, telematics, maintenance and driver apps that link cameras, sensors and workflows to inform decisions. Samsara's platform is designed to scale with customers and can be integrated with existing systems, so it's a good option for complex fleet operations.