With the potential of leadership in information systems, the emerging paradigm of replacing cloud computing technology with physical machines such as servers could drive the information technology fashion in several sectors. Factories are one of such sectors, which could adopt cloud computing technology because of its beneficial features to improve the overall cost and services quality. However, the review of the existing literature shows that there is a limited research effort that illustrates the main steps for the adoption of cloud computing in Jordanian factories. This paper aims to suggest a theoretical solution to replace physical machines into virtual machines using cloud computing technology in Jordanian factories. The study, accordingly, suggests a conceptual framework for such adoption. The new framework was developed and tested in three Jordanian factories. An interpretive paradigm using triangulation methods was applied to collect qualitative data, conducting nine semi-stru