随着人工智能、大数据、物联网等新兴技术的不断发展与应用,企业信息化有着广阔的发展空间。数字化转型是企业信息化发展的催化剂,帮助企业适应快速变化的市场环境,实现持续增长和发展。本文以高邮市为研究对象,介绍了高邮市数字化转型水平与制造业企业信息化发展情况,并使用熵权法计算数字经济发展指数进行比较分析。针对高邮市制造业信息化的发展脉络,提出一方面可以通过使用EMS工业软件来提高高邮市制造业企业信息化水平,通过智能化改造和数字化转型助力信息化发展。另一方面,可以通过提高产业基础高级化水平、利用数字化转型规范产业集群发展,促进制造业企业信息化发展。With the continuous development and application of emerging technologies such as artificial intelligence, big data and the Internet of Things, enterprise informatization has a broad space for development. Digital transformation is a catalyst for the development of enterprise informatization, helping enterprises adapt to the rapidly changing market environment and achieve sustained growth and development. This paper takes Gaoyou City as the research object, introduces the level of digital transformation and the information development of manufacturing enterprises in Gaoyou City, and uses the entropy weight method to calculate the digital economy development index for comparative analysis. In view of the development of Gaoyou manufacturing informatization, it is proposed that on the one hand, the informatization level of Gaoyou manufacturing enterprises can be improved by using EMS industrial software, and the informatization development can be facilitated by intelligent transformation and digital transformation. On the other hand, it can promote the informatization development of manufacturing enterprises by improving the advanced level of industrial foundation and standardizing the development of industrial clusters by using digital tra