Small and micro logistics enterprises are very important for regional economic development, so how to break the plight of small and micro logistics enterprises business process faced becomes a serious problem. The perspective of this article focused on the small and micro logistics enterprises entrepreneurial agglomeration of Jinan northern logistics park, based on path dependence theory, summed up the reasons and path dependence characteristics of entrepreneurial agglomeration, then depicted the path dependence feature diagram of entrepreneurial agglomeration. Then, it analyses several common mechanisms of path breakthrough and some countermeasures to overcome enterprise path dependence.