We operate custom hardware. Weve done the 100 device first spin, and are currently working on a full batch order > 1000 FPGAs for the Ultrascale+ end.
I havent posted here much, so I seem to have a lot of message reply and rate limits.
Regarding AWS - once the cat is out of the bag it wont be profitable.