The science of project planning has something of a tenuous reputation. How often do large oil and gas capital expenditure (CAPEX) projects really come in according to plan? Almost never. Indeed, 30% of respondents to a 2018 PWC survey said they had experienced cost overruns of 10%–50% on their Middle East capital projects.