We did a lot of prototyping on AWS and still use them a lot, but really we are pretty agnostic as to where the VM lives. We need nvidia GRID cards (which is what we use to scrape the remote desktop really fast and which AWS has for prototyping) but the rest is pretty off the shelf. So currently its a pretty hybrid system