埃森哲：2026年系统性AI报告：制造业绩效的核心驱动力（英文版）

Most manufacturers concentrate AI efforts on operations and maintenance, where data is richest and ROI is easiest to prove. That focus misses the bigger opportunity. Manufacturing value accrues across the full plant lifecycle, from design through construction, commissioning, ramp-up and decades of operation. An AI program targeting only the operating phase is likely to stall. Fragmented data, unclear ownership and workforces not yet designed for AI are not late-stage problems; they run throug