The Hidden Cost of Robot Calibration Drift

Undetected robot calibration drift, not hardware failure, can erase automation ROI by costing manufacturers millions annually in scrap and skilled-labor overhead.

• Hidden cost: A Michigan auto supplier's cobot fleet drifted 4 microns out of alignment by mid-2026, lifting scrap rates 5% across 10,000 parts/day.
• Dollar impact: The drift cost roughly $150,000/month in scrap and idle time — nearly $2M annualized, called existential for smaller manufacturers.

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