The increasing complexity in industrial and information technology in the last decades forced the manufacturing process to adapt to these new evolution trends. Factories are using the advancement of the Internet of Things (IoT) to have multiple platforms with sensorial information into their factory processes, to improve and reduce the costs of their products and increase their profit. To address these complexes and useful computations, the vf-OS (Virtual Open Operating System) aims to facilitate the development of applications using their individual components as well as FIWARE enablers.