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Before Investing in Predictive Maintenance, Check If Your Machine Data Pipeline Is Broken

Predictive maintenance is one of the most overhyped concepts in industrial AI. Consider a classic vendor demo: an algorithm flags a bearing anomaly long before it fails, saving the factory from a catastrophic shutdown. But on the floor of a typical small or medium-sized enterprise (SMB), the immedi…

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  1. 2026-11-08 00:37 · DEV Community — AI
    Before Investing in Predictive Maintenance, Check If Your Machine Data Pipeline Is Broken

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