Today's oilfield is data-rich-but suffers due to a lack of end-user access and analysis of the available information. Important wellhead data that historically has been gathered through daily wellsite visits by operating personnel often goes unobserved because of manpower restraints. Therefore, recognition of operating problems based on such visits or on diagnostic analysis of the available data can be delayed or even lost to the operating company.

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