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Dozens of research reports detail the plague of pilot purgatory in digital transformation initiatives. Take, for example, the 2025 Smart Manufacturing and Operations Survey by Deloitte. A key finding revealed that while 98% of manufacturers have started a digital transformation project, the vast majority remain stuck in the pilot phase, unable to...
Manufacturers are navigating a growing challenge: fragmented, proprietary APIs across platforms, historians, and applications are creating integration complexity that slows innovation. The Industrial Information Interoperability eXchange (i3X™) is emerging as a solution—an open, vendor-agnostic API designed to standardize how applications interact...
Jim Davis, UCLA Office of Advanced Research Computing, Vice Provost IT (CIO/CTO) & Professor Emeritus, executive oversight CESMII, highlights the findings of three industry-academic-government studies conducted between 2020 and 2025 on AI in Smart Manufacturing/I4.0 enterprises. These studies provide direction for CESMII’s operational AI and data...