First Principles Innovations, LLC is a young company founded by telecommunication industry veterans. At First Principles Innovations we bring together domain knowledge, innovative thinking and a can-do attitude in a dynamic start-up environment. We create innovative software solutions that tackle real world business problems in the telecommunications industry. In 2019 we launched our product suite AP-Jibe, an interactive network transformation planning toolset. The original thinking behind AP-Jibe is already challenging the state of the art in access network transformation planning. In 2022, we amended the AP-Jibe suite with APJ-NE (Network Expansion for Census, Greenfield, Node extension) planning and APJ-IN (Integrated Network) planning.