Seems batteries have completed their normal life and require replacement. Keep in mind that when batteries are exhausted, their voltage remain normal but loose current. It seems that batteries do not sustain current i.e. have become un usable.
Check your forward ,reverse switch,make the front is attached good,and check your settings.Make sure where your battery connects to drill it is not corruded.