Simulation allows organizations to create virtual environments that replicate real world conditions, enabling them to test their AI algorithms. This highly scalable approach enables testing of multiple complex scenarios in parallel, incorporating any edge cases, safely and securely. This talk explores the role simulation can play in the development of robust AI.