Embodiments of the disclosure provide a system and method for providing transport service. The method may include receiving, via a communication interface, transport tasks within an area. The method may further include clustering, by a processor, the transport tasks into groups, and searching for, by the processor, transport capacity for the groups. The method may also include assigning, via the communication interface, the transport capacity to each group.