Why Vision Systems Fail
Vision systems rarely fail because a camera exists on the line. They fail when the inspection zone, sample set, pass/fail criteria, or response to failure was never controlled clearly enough.
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Field-ready lessons from engineering, integration, and support teams. Browse practical articles on validation, implementation, and supportable production systems.
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Barcode Verification: Readability Is Only Part of the Job
A barcode that scans is only the first checkpoint. The stronger question is whether the code matches the job, lot, order, or expected product in that moment.
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