Objectives/Scope: To explain and illustrate a data-driven enterprise model, which enables significant performance improvements to oil and gas operators, oilfield services companies and the shipping industry that serves it. Methods, Procedures, Process: Two foundational operating models will be explained, which together enable advanced data analytics based on well managed, trusted data. Both are applicable in business and technical domains. The 7 key factors to succeed in Data Analytics and the 10 critical factors in Data Management will be presented. Results, Insights will be provided into how different aspects of the operating model were implemented, illustrated through case studies obtained through working with small, mid-size and large oil and gas operators; small, medium and large oilfield services companies, shipping brokers, owners and Class Societies Technical insights: Insights into some novel technical aspects will be shared.

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