This process is completely orthogonal to automation though. You could just as well have done this in 1822. Automation isnt required if demand is minimal and if the population is impoverished demand remains minimal.

The oligarchs who try to concentrate wealth will still try to scapegoat AI via mass media though, along with Mexicans, boomers, etc. or (historically), Jews.