1. A method for early qualification of semiconductor devices, comprising: performing initial testing on a semiconductor device; receiving fail data on the semiconductor device; determining a solution model for the semiconductor device based on the fail data; storing the solution model; performing subsequent testing on the semiconductor device; and comparing a result of the subsequent testing to the solution model.