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Manufacturing Data Analytics: How to Turn Machine Data Into Decisions That Actually Improve Operations

· 11 min read
MachineCDN Team
Industrial IoT Experts

Manufacturing generates more data per day than most industries generate in a month. A single CNC machine produces 2,000-5,000 data points per second. A factory floor with 50 machines generates hundreds of millions of readings daily. Yet most manufacturers use less than 5% of this data for decision-making. The rest evaporates — never captured, never analyzed, never turned into the insights that separate world-class operations from average ones. This guide is about closing that gap: not with a theoretical framework, but with a practical playbook for capturing, analyzing, and acting on manufacturing data.