WAN-AIs breakthrough technology that combines an ultrafast computational engine that calculates the exact operation of Internet protocols with AI that reasons about the best allocation of resources on the Internet. Our technology integrates directly to the network and at computational speeds that are currently 250X faster than Discrete Event Simulators (DES), our technology is poised to realize the requirements for real-time, fully automated network dimensioning.