Operation: Qualitative Analysis: One crucial prospective of launching Express Pool is to improve seat utilization. However, reducing the operational expense itself is not “the goal” for this service. Referring to “The Goal”, the plant was nearly bankruptcy when managers try to keep every machine at their highest capacity and to reduce accounting measurements such as cost per working hours. Uber is facing a very similar problem with increasing wait time. Although increasing wait time could improve “efficiency” and reduce cost per ride, it does not increase the demand nor the throughput of the whole service since demand and revenue did not increase as wait time increases. Waiting longer time will only reduce operating expenses attributes to a single rider and thus could not reach the goal, which is to simultaneously increase throughput while lowering inventory and operational expense. In addition, waiting longer time will erode riders’ patience, lowering the overall rider experience. This leads to higher cancellation rate and thus less throughputs. More importantly, the market competition in the rider sharing industry is fierce. Longer wait time and negative rider experience could easily direct Uber’s customers to other competitors, trimming market share and curtailing demand. Less demand means less throughput for Express Pool. Moreover, negative experience could also affect customers’ perception of Uber as a brand and hence hamper sales for other service in Uber’s product mix.