AWS/cloud is extremely expensive. Seen many companies bankrupted by it when they could've run their own infrastructure for pennies on the dollar. For some workloads (very variable ones, in particular) it's totally worth it. Most of the time though, the cost premium is a killer. If you're running a business where customers are not price-sensitive and your margins are very high, AWS makes sense. That's not most of us, I think.
Have you ever had to interact with enterprise IT, especially purchases? Also, do you know how much things cost when using enterprise IT?
I'm talking about many huge companies with a lot of money (something on the scale of hundreds or thousands of companies).
I'm not going to pretend to know all of the tax implications, but it can actually make a significant difference to the company because the operating expense can be fully written off. The cost is therefore offset slightly vs depreciating the value of physical hardware over a number of years.
If you're a tech startup, then I don't even know how you'll be able to do anything without someone technical :-)
I've spoken to some YC founders. You can definitely raise funds without a (real) technical founder.
What do you do with that hardware? Do you go to a colocation and stand the servers up there? Run them from home? What are your options for something like this?
Edit: I realized afterwards you may not be talking about public-facing servers
The key for a small team is finding a colo provider with really good remote hands. Essentially you can setup your rack/cage, leave good instructions and room for expansion. Then you buy a server from dell with financing, ship it to your DC, someone installs an OS and racks it (or you PXE boot from your rack ;) ), then you can provision anything you want. It's essentially like cloud providers but scaling is slower.