Asset Management

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Close-up of an industrial pump with a glowing cyan diagnostic overlay of vibration waves, scan lines, and an alarm symbol suggesting proactive condition monitoring.
Chemical plants are using vibration data and AI to catch bearing wear, misalignment and looseness weeks before failure — preventing shutdowns that can cost millions.
Aug. 17, 2026