Products pass tests, but customers report inconsistency. When data variation appears, equipment is often blamed without evidence. Without stable conditions and condition records, data cannot explain itself, making quality discussions subjective.
The Hidden Conflict Between Speed and Stability
In mass production, manufacturers often face a critical dilemma: Production volume increases, but testing becomes the bottleneck. The temptation is to “test faster” by reducing stabilization times or simplifying steps. This creates a dangerous trade-off: Throughput goes up, but data confidence goes down.
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