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Discover how AI-powered automated downtime labeling is helping manufacturers combat rising complexity, shrinking labor pools, and the hidden costs of micro-downtime

In this ebook, you’ll learn how industry leaders are using AI to automate root cause identification, improve OEE, and eliminate manual inefficiencies—without overhauling infrastructure or increasing headcount. Featuring real-world results and practical guidance from Arch Systems, this guide explores how manufacturers can scale expertise across lines and facilities by turning machine and operator data into structured insights for smarter, faster decisions.

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About the author

Andrew Scheuermann, CEO of Arch Systems

Andrew is working with top-tier global manufacturers to transform electronics and discrete manufacturing. Previously named Forbes 30 under 30, Andrew has published over 20 scientific papers in the fields of semiconductor electronics, electronics manufacturing, and renewable energy. He holds a Ph.D. in Materials Science from Stanford where he fabricated semiconductor machines and made record breaking semiconductor chip designs for artificial photosynthesis.

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