Read over what you just wrote and think of the logic in it. Would you? Take the Human factor out and think of resourses.
It would appear you are more valuable as a producer of marketable product than as an Inspector I don't think "penalized" would be correct. Uncareing maybe but the managment proably has different concepts of quality than you. There vision of quality is in dollers and cents.
Can you convince them you can be an asset as an CWI?
Please don't think I am trying to be a smart a---. I have been down the same road and I succeeded but it was a battle all the way. I built up a lot of momentum and over shot QA and wound in Engineering.
Point being You have to do it, don't expect management move with out some serious nudging.