In the past few years, transport companies have been facing more and more unexpected events such as extreme weather conditions, demonstrations and other types of operational disruptions and, more recently, an escalating pandemic. These potentially catastrophic events have a significant impact on operations and infrastructure. They require transport companies to adapt to an increased variety of different scenarios and find appropriate and reliable solutions for their passengers. In response to this, INIT has been researching innovative algorithms to automatically generate detours and replacement services, since August 2017.