In this paper, we conduct research on the construction and optimization approaches for the housing construction process control system based on enterprise resources planning system and data analysis model. Housing construction project construction process is multifarious, handover work is more is also a lot of in construction process often to comprehensively deal with the quality, progress, cost, cost and so on various aspects. So must be scientific and effective measures and means to realize the optimization of construction management to control the project cost, guarantee the construction quality and progress which has a pivotal role. Elaborates content of this article from the management of building construction, and then through the understanding of building construction, with the main problems, we mainly put forward the corresponding optimization management measures, in order to promote the perfection of our country housing construction and progress combining the data analysis model to optimize the traditional ERP system for enhancement.