Abstract Smart manufacturing enterprises rely on adapting to rapid engineering changes while minimizing the generated risk. Making informed decisions related and managing risks against unexpected costs requires more information be extracted from limited data. However, in early-stage design can come many forms, namely text images. The development of innovative tools processes link multisource da...