Maintenance schedules rarely fail because of poor intentions. They fail when planned intervals clash with production demands, when labor estimates do not match field reality, or when parts and skills are not aligned before dispatch. The gap between a spreadsheet calendar and actual shop floor execution is where efficiency disappears.

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