Industrial AI is transforming how companies design, simulate, and operate. Yet many initiatives stall due to limited compute power, rising demand, and strict regulations. This white paper explores the growing gap between AI ambition and infrastructure reality. It explains how industrial AI cloud enables scalable performance, ensures compliance, and accelerates innovation across European industries.