Beehive is an algorithm that manages a fleet of autonomous vehicles for ride sharing service. This algorithm use machine learning to find an optimal way to command vehicles and manages ride prices so that the algorithm maximizes profit while reducing customer wait time. It will also utilize demand prediction and shift vehicle distribution accordingly before actual demand rising in certain areas.