Making regulatory provisions for pilot projects and promoting innovation will therefore be key in fostering further AV development. Connected, autonomous, shared and electric mobility will be essential, and the shared nature of this mobility in particular will be essential to meeting mobility needs. Pilot projects regarding shared autonomous vehicles have sought to sequentially increase the complexity of the systems. Keolis, for example, currently operates 10 autonomous shuttles and has transported 90 000 passengers in seven countries.