It's a continuum, not binary. The same robot that doesn't financially "work" for replacing a manual scavenger sorting garbage in an African slum might be quite cost-effective sorting recycling in Switzerland, and would likely have a niche regardless of price if used to (say) sort biohazardous or radioactive materials. And there are already millions of robots out there assembling cars etc.