With the rapid development of information technologies such as big data, cloud computing, the Internet of Things, and 5G in recent years, the construction industry, as the traditional industry, urgently requests the transformation of its project management from extensive and low-efficiency mode to high-quality development mode. Under the background of the gradual development of newly-emerged technologies and concepts such as BIM technology, smart construction, and digital twin and based on the full investigation of the quality management requirements of construction enterprises, closed-loop management is focused on the whole process of construction engineering. From the perspective of construction engineering quality management, current theoretical tools such as the Internet of Things, big data, and BIM technology are combined. Taking Python as a basis, the mature and open-source WEB framework, database, and front-end and back-end technologies are used to design and construct a set of construction engineering quality management systems. We explore the digital potential of construction engineering quality management systems to provide a new way of thinking for the informatization, systematization, and system process-oriented development of construction engineering quality management.