Well, given as they couldn’t come up with a functional wheel on their own… highly doubtful.
Basically, people need to stop moving around and hunting to live, which means crops and domesticated food/work animals. And large cities for a strong industrial base.
There were few places where all that came together. Maybe the Incans? But they also has waterways and slaves.
But I agree, the timing was short.