Typically quality improvement programs don't rely on punishing mistakes. Doing so results in people hiding mistakes, pressuring QA people to do a worse job etc.

Now if the issue is malice and not mistakes - then you can apply discipline. And indeed most union contracts do still have a process for discipline.