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    When factory automation software scales, telemetry fails first

    September 22, 2026 - By constructionmanagementdegree_guru

    Advanced manufacturing automation usually fails at scale in a dull place: nobody can say who owns a broken data path at 02:00. My position is that a 15-30 person engineering organisation should scale contracts and operability before scaling autonomy, because plant-floor software punishes ambiguous ownership faster than it rewards clever…

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