Efi is a systems and software safety engineer with over 25 years of experience in safety critical systems engineering and safety management in a variety of regulated industries: Rail, defence, aerospace, air traffic management, automotive, medical devices, and nuclear. She is Capgemini Engineering’s safety authority. She is a member of the Safety Critical Systems Club (SCSC) Safe AI working group and, most recently, a project fellow on the AI Safe Systems working group at the World Economic Forum, specifically focusing on AI agents.