With 25 years experience delivering change at Shell across various business lines and programs, including IT infrastructure, asset management, trading and digital, Koren is currently the Transformational Change Lead for Shell’s global Digital Twin program. She has been involved with Shell’s Digital Twin efforts for the past 5 years, beginning with the early refining pilots. Her expertise includes change management methodology and practice, asset management processes, and how IT systems support those processes.  Koren’s focus is on enabling and supporting the assets so they can embed the Twin in their daily processes and deliver tangible value to Shell.