In today’s rapidly evolving industrial landscape, the role of data in manufacturing has undergone a paradigm shift. The traditional manufacturing model, which relied heavily on manual processes and human expertise, has given way to the Digital Manufacturing Enterprise (DME). At the heart of this transformation lies data – the lifeblood that fuels the entire ecosystem. Data has become the foundation of the Digital Manufacturing Enterprise, revolutionizing the way products are designed, produced, and maintained.