Advanced cloud-based software is increasing efficiency and productivity throughout an offshore project's life cycle, optimizing end-to-end engineering processes and making it easy to access data and collaborate within an environment specifically tailored for executing oil and gas projects. It also makes it possible to create 3-D digital twins of as-built facilities, such as the large offshore processing facility twin shown here. 48 THE AMERICAN OIL & GAS REPORTER