The Romans were a couple of inventions away from an Industrial Revolution, yes.
Slaves stopped it. If there were no slaves mechanization would have been invented thousands of years ago.
Compared to their peers at the time, Roman engineers did represent an industrial revolution. It is is facile and misleading to confuse technology with progress in industry.