How to Set Reasonable Quality Expectations for Different Price Tiers

Inspection sampling should be genuinely random. A common factory trick is preparing perfect units on top of pallets while concealing defects in the middle. Professional inspectors break down stacks, sample from inner cartons, and mix their own selection rather than using pre-staged samples. Instruct your QC team to be unpredictable in their sampling pattern. Random sampling is only valuable if it's actually random.

The most common quality problems I've seen across thousands of inspections are: (1) dimensional deviation — products not matching spec measurements, (2) color variation — especially between sample and bulk, (3) surface defects — scratches, dents, rust, (4) packaging damage — inadequate protection, wrong materials, (5) mix of good and defective units in the same carton. A solid QC plan addresses all five.