Here are some examples of the brass that is removed from the cases.

You just place a round of brass in the base, and pull does on the drill press handle to trim it to length.

Slow and steady does a neat job.

Here's what the mouth of the cases look like after trimming.

As you can see, it leaves a flat end and also a ring of surplus brass on the inside and outside of the case mouth.