When Amazon teams come across a surprise or a perplexing problem with the data, they are relentless until they discover the root cause. Perhaps the most widely used technique at Amazon for these situations is the Correction of Errors (COE) process, based upon the “Five Whys” method developed at Toyota and used by many companies worldwide.