The Hidden Cost of Robot Calibration

Hidden calibration drift, not software or batteries, is the real driver of robot deployment costs and throughput losses.

• Hidden throughput tax: A logistics case study saw afternoon pick rates drop 3% not from hardware failure but thermal drift causing robots to hesitate with added safety buffers.
• Calibration isn't one-time: Hosts argue vendor manuals mislead by framing calibration as a single install step, when joint flex, load shifts, and thermal expansion constantly misalign cameras relative to targets.

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