The manufacturing industry is currently undergoing considerable change as the COVID pandemic has forced more companies in the industrial sector to change the way they integrate technology in business operations. Industrial machinery and component manufacturers have systematically embraced smart technologies but the COVID pandemic has forced an increased need for transformation to a more digital