I think that you’re underestimating just how much infrastructure goes into running something like Uber. A friend of mine does ML work at Grab (South East asia ride hailing company) and the amount of data processing that goes into getting a good fast and cheap ride is incredible.

It might be possible to somehow distribute it and pay people at home for spare compute time, but it would still run into latency and spike problems.