There are already plenty of supply chain problems in the AI industry, but the supply chain limitations to robotics are even higher. You can't snap your fingers and increase robotics production tenfold or a hundredfold without a lot of supply chain improvements that will take a long time. I'd say anywhere between twenty and fifty years.
Especially with essentially unlimited AGI robotics engineers to work on the problem?