Manufacturing: Predict Machine Failures Before They Happen
A manufacturing company with 25 production lines and 180 employees struggles with unplanned downtime: on average, 12 unplanned failures per year, with an average downtime of 4.2 hours and costs of €8,500 per hour. That translates to direct downtime costs exceeding €400,000 annually, before accounting for knock-on effects from delayed deliveries and scrap.
Read MoreShopfloor: Work Instructions and Fault Resolution Directly at the Machine
A manufacturing company with 350 employees produces variant-rich components for the automotive industry across 5 production lines. Each line operates with detailed work instructions, inspection plans, safety procedures, and fault resolution guides. These documents lived in paper binders at the line — outdated, hard to find, circulating in different versions.
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