I don't know the hardware inside the data center, and it might not be a "AI" data center to begin with. NAND is a big problem, but DDR4 memory is not AFAICS, and if you need CPU power for serving stuff, getting it is easy.
If you need high performance or AI operations... GLHF!
my Arm/Android set-top box of choice for, ahem, streaming subscriptions, is up 50% in price despite no changes to the design since I bought it 2 years ago. And that's on aliexpress where margins are limited.