A tremendous amount of data had to be collected and then analyzed, and if they managed it manually, it would be too time-consuming. To handle possible variations and inefficiencies of the well construction process, Transocean engineers needed to collect and assess measurements at dozens of rigs, including machine and crew timing. For this purpose, the engineers needed to focus first on the different states of equipment decomposing the process to the simplest levels, then combining these states, and finally seeing how they work together in the scope of other factors, including high-safety standards. It is hard to track the dependencies of such variations and resulting inefficiencies throughout the overall process.
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