If you use a motor/generator then you can recover some energy lost when you have to slow down by using regenerative braking. In stop and go or riding in hills it will stretch your battery time. It will even save wear and tear on your regular must-have brakes, probably better than shaft drive on an IC motorbike (which is nice).
With lead-acid batteries, protect them well or when you dump the bike it could be pretty tragic.