​Once we experience the 3rd 100 year storm in the same year it is time to admit things are changing regarding the future environment utility assets will need to perform in. Traditional time based maintenance models no longer work at all since they are based on operating conditions of the past. The cost of a utility outage continues to increase as work has become highly distributed and electrification of buildings/cars/factories has concentrated the energy mix that drives the economy. Discover how AWS is working with customers like DTEK and Innovyze to develop the next generation of user friendly, adaptive, IoT enabled, and AI/ML based predictive equipment health solutions for utilities.