As manufacturers in the chemical process industries (CPI) begin the digital transformation process for their plants and assets, the need for technology to support this change to their plants’ operations is also growing. A significant opportunity for digital transformation is found in the digital twin. Teams hoping to drive the most value from digital twin technology should look to seven essential criteria in order to ensure implementation of a system that will help drive improvement across the operations lifecycle and across the entire organization.