A system specifically designed for edge applications requires a high degree of flexibility. This requires scalable processing power, and using embedded computer modules is the most efficient implementation method. From the LoRa gateway in the smart city to the intelligent charging infrastructure and video surveillance server, all three practical applications are paired with optional AI technology to demonstrate the advantages of this modular setup.