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More than 3,000 exhibitors at Hannover Messe 2026 showcased physical, generative, and agentic AI systems moving from demonstration into production, with Siemens, Schneider Electric, NVIDIA, and Microsoft presenting deployments already delivering measurable results on factory floors.