Generative AI is making its way into almost every use-case in the commercial and industrial sectors.  In the harsh environment of outer space, equipment reliability is absolutely crucial, and there is a growing need to be able to diagnose complex issues as well as to be able to better predict failures.  This session will talk about some of the generative AI techniques that could be used in both of these scenarios in order to provide solutions to both system operators and to flight crew.