Transformers are made in specialized factories and use specialized components made in even more specialized factories. Expanding production requires not just immediate demand but commitment to future demand because a factory is a very expensive thing. The big thing is that increased demand often involves a demand that won't continue for a long period of time.

You could see the same thing with both masks and vaccines during covid - ramping up ten factories to meet a temporary demand would be very expensive.