Digitalization is an imperative in today’s volatile environment where a new generation of younger, inexperienced operators bring increased risk. The process industries, in particular, need new ways to help operators navigate the growing complexity that comes with the job. Innovations in process modeling, 3D visualization and digital twin deployment enable operators to practice their skills digitally in identifying and responding to potential issues, mitigating risk and optimizing performance.