This report addresses how industry leaders in the chemical and petro-chemical industries are leveraging digital technology as a key component of the transition to a circular model of production and consumption and as part of an overall path to sustainability of operations. Based on ARC research and analysis, this report also provides recommended action for owner-operators and other technology users.