While you're not entirely wrong, have you seen the stuff people are building with even simple off the shelf components like Arduino's and Raspberry PIs? Even FPGAs are within the price range of individuals, and small companies can easily go full ASIC for a few 100k$ if you want to get really custom. There is nothing stopping you diving head first into this world and designing and building (or having built) basically any hardware you want.