Automation Alley is a World Economic Forum Advanced Manufacturing Hub (AMHUB) for North America and a nonprofit Industry 4.0 knowledge center with a global outlook and a regional focus. We facilitate public-private partnerships by connecting industry, education and government to fuel Michigan's economy.
Data Optimization: The Brain of Industrial Intelligence
The Industrial Data Paradox In today’s manufacturing environment, data is abundant but actionable intelligence is not. This is the Industrial Data Paradox: machines, ERP systems, and supply chain platforms generate millions of data points every hour, yet leadership...





