To develop an intelligent and data-driven framework to automate inspection tasks for offshore assets, to provide companies with intelligent monitoring and management of their structures and allow lifespan prediction. This will be achieved by utilising large volumes of ultrasonic inspection data to support the decision-making process using a data-driven approach.