That reads more like AWS marketing copy :)
At scale you have to architect around AWS crapy network.
0 network transparency
abismal IOPS performance
very limited config. options
Horrible uptime (US East has worth uptime as a region than wast majority of quality DCs)
0 Access to people who can really help you (unless you are at several mil. per month spend)