Enterprise asset management for maritime: Seven strategic steps to optimise fleet maintenance Vessel owners and operators do not overhaul their entire fleet maintenance operations overnight. Successful vessel owners and operators take carefully planned steps. Starting with a critical failure mode such as piston ring damage, for example, then using years of repair and inspection data to build a machine learning model that shifts them from reactive to predictive maintenance.