At what scale would this become a significant concern? While some tech startups aspire to achieve Google-level success, such massive scale is extremely rare in

At what scale would this become a significant concern? While some tech startups aspire to achieve Google-level success, such massive scale is extremely rare in reality. I'm curious about the threshold where issues begin to materialize.