A 451 Research survey examined the prevalence and effectiveness of shared data models and “digital twins” in network modeling from the perspectives of cloud, network, and security operations, examining how approaches to data sharing impacted each role and the interaction between these job functions. The survey responses illustrate the effectiveness of digital twins and indicate the relative digital maturity of each job function, showing where there is potential to improve efficiency.