It has been experimentally determined that human inspectors visually examining a complex product for defects may be expected to miss 15 percent of the defects present. Under the conditions of this experiment (30 percent lot fraction defective), this level of performance would result in a type II error of 10 percent and a type I error of 3 percent. A combination of iconic and Monte Carlo simulation was used in performing the experiment.