I'm confused why you would even need AWS then (what's running on the VMs)?

My impression is the standard compute (as in CPUs+RAM) isn't expensive, it's the storage (1 PB is less than half a rack physically now, comparing with the yearly prices listed), and so if you don't have much data, the value of on-prem isn't there.