Does the cab model not work?
The former tends to adapt okay to predictable demand, the latter tends to not at all.
Before Lyft and Uber, my usual wait time for a Taxis in the Seattle area was on the order of 45 minutes to an hour. Since the rideshare companies became common, the wait time for taxis has gone down, but its still longer than the wait for Lyft.