The SURFIN’ system employs machine vision technology coupled with laser lighting in order to capture the element’s surface and inspects it as if it were cold, even though the inspection takes place at a temperature of over 1,000 degrees. Therefore, in order to detect production errors, the captured images of the object’s total surface are processed and classified based on a software development application based on Artificial Intelligence (SVMs).