Traditionally, many companies evaluate their success based on how well they do on average—whether it takes an average of three days to deliver that package, say, or whether the brake pads you manufacture are an average of three-eighths of an inch thick. But the trouble with averages is that they can conceal many potential lapses and mistakes.