The demand for improving the quality and efficiency of transportation service has been growing, and new technologies have been entering the market at a rapid pace. Creative thinking and approaches are increasingly important for governments in shaping their transportation policy and actions. This paper aims to discuss several challenges pertaining to the topic, including instant transportation, sharing transportation, fast transportation, resilient transportation, affordable transportation, and seamless transportation, and the lessons of several good practices taking place in Taiwan.