This project focuses on developing intelligent cross-domain sensing applications and introduces three innovative application areas: AIoT collaborative sensing, expansive intelligent spaces, and smart marine sensing. By leveraging software automation for continuous integration, development, and deployment technologies, it pioneers sensing services in sectors such as high-tech aquaculture, commerce, and maritime affairs. Working in conjunction with local industries, the project also guides software and service companies in delivering impactful service systems.