Remote monitoring, autonomous systems, and digital twins can be tested for applications such as energy installations, aquaculture and seaweed farms, environmental monitoring, and offshore infrastructure. Sensors, robotics, drones, and AI-driven data platforms enable continuous insight into system performance and ecosystem health, even in challenging offshore environments.