Not necessarily. Even bureaucratic systems tend to recognize that humans make imperfect decisions -- we're susceptible to everything from bribery to exhaustion. These systems then tend to not treat first decisions as final, and they allow an opportunity to appeal.
But what happens when the decision is made by an algorithm, especially one that wasn't built to give an explicable reason?
> Fear mongering is not how you prove/disprove automation, you should pick a useful metric (e.g. are people starving?)
That's not a good metric.
Suppose the algorithm were in fact perfect and nobody starved -- except you. For some reason, it couldn't recognize your ID (and only your ID). By the "are people starving" metric, the algorithm would be doing a fantastic job compared to an imperfect human system, but it would also be profoundly unjust.