Output thickness variation for disks used in hard drives from the grinding process was so extreme that robot sorting cells were required to create thickness groupings for downstream processing.

KATS was implemented as a Six Sigma approach for controlling disk thickness by predicting the exact process parameters required to grind each batch to target thickness.

It succeeded - the robot sorting cells were removed.