I know most of this stuff will be specialized server hardware

it actually won’t be, at least not for the hard drives. the prevailing strategy these days is just use the cheapest possible disks and deal with the failures on the software level. those disks will ultimately fail anyway and the increased price for some super-duper enterprise reliability server disk is not really worth it.