Infrastructure and energy portfolios carry some of the highest asset intensity of any sector — and some of the least reliable asset data.
Long-lived physical assets across dispersed sites with inconsistent condition data.
CapEx and maintenance decisions made without a unified asset view.
Sustainability and safety reporting requirements tightening year over year.
Transformation programs spanning engineering, finance and operations with no shared governance.
Related work: a unified asset data diagnostic and CapEx decision framework across nine energy sites.
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