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Arch Platform
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Case Study Spotlight
Case Study
From Changeover Variability To Recovered Capacity: How a Steel Manufacturer Unlocked $330K in Annual Throughput from a Single Changeover Improvement and $1.3M Across Four Lines
A North American steel manufacturer operating a capital-intensive pickling line partnered with Arch to improve the performance of high-frequency planned...
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Articles
The Hidden Infrastructure That Makes Manufacturing AI Possible
Why collecting, organizing, and contextualizing factory data is the foundation of operational intelligence. Artificial intelligence has captured the attention of...
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Articles
How Manufacturing Leaders Are Missing the Most Valuable Data in Their Factory
Most manufacturers have invested heavily in systems designed to improve visibility. MES platforms track production. ERP systems manage orders and...
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Articles
You Planned the Downtime. Why Is Someone Still Manually Labeling It?
Every factory has a version of this story. The maintenance team schedules a four-hour line shutdown for a Saturday. The...
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