Abstract: Systems, computer program products, and methods are described herein for determining network paths and eliminating channel redundancy using artificial intelligence (AI) and quantum knowledge graphing. The present disclosure is configured to receive and extract network data from one or more network path transmission requests and identify network channel requirements based on at least the network data. The system executes a network scan based on at least the network channel requirements and determines a network channel status for one or more network channels based on at least the network channel requirements. The present disclosure is also configured to generate a network channel matrix based on at least the spatial network relationship map. Furthermore, the present disclosure is configured to determine, using the AI engine, a determined network channel based on the network channel matrix. In addition, the present disclosure is configured to generate and transmit a determined network channel notification.