Uhana by VMware is a powerful AI engine driving real value for mobile network operators in detecting anomalies in the RAN. Its distinct value is real time intelligence using its stream processing engine and robust deep learning architecture. What Uhana is doing is state of the art for AI operations. It is solving some of most difficult business problems in the RAN as mobile operators make the shift from 4G to 5G. For operators looking at suppliers you have to ask yourself can my supplier solve problems faster, cheaper and more accurately using AI vs current tools and people? Uhana is worth a look in the management of the RAN.