The most interesting thing that I found about dealing with stuff at 6 figure+ scale per month on AWS was the un-advertised limits (nodes, provisioned volumes / total size, snapshots, elbs, etc) that you have to either hit, or extract from your account manager.

If anyone ever ends up doing something like this; ask them upfront!