As the healthcare industry continues to evolve, automation has become increasingly important to improve the overall efficiency and productivity of businesses. With this in mind, Hublo, a medical technology solutions provider, sought to automate the process of generating payroll papers for its customer factories. This procedure proved to be challenging since many various requirements and standards had to be considered while also ensuring efficacy and generalization. The technical solution provided involves several steps, including data collecting and collation, data cleansing and construction, and combining plant features to automatically generate payroll papers. The project's ultimate goal was to provide a global solution that was not only efficient and adaptable but also intuitive, answering the particular demands of individual clients while also meeting regulatory standards.