Konux is a Munich-based deep tech AI scale-up that is using machine learning and IoT to add intelligence to fixed rails by capturing real-time data on what is happening on and to the railway network. The company is building out a SaaS business powered by proprietary sensing hardware and AI that drives a predictive maintenance software-as-a-service play which is upgrading railway infrastructure. Konux is aiming to drive digitization and transformative change atop the most sustainable mass transit option, rail travel, at a time when rising demand for train travel is fuelling a push by governments and railway operators to digitize networks and transform established ways of working with the help of new technologies.