Autonomous, artificially intelligent, and fully distributed Wi-Fi infrastructure systems are described herein. The system includes nodes including sensing Wi-Fi radios, data Wi-Fi radios, processing devices, memory devices and software modules. The software modules include a sensor module, an accumulator module, a solver module and a configuration generator module. The software module is configured to scan for used and available Wi-Fi frequencies, and automatically generate an optimal Wi-Fi network solution based on radio resource management and co-channel interference.