In the US, buses largely don't need to get you where you need to go, are never on time, delayed at every stop by a line of people fumbling for how to shove crumpled dollar bills into the machine. The governments have no plans to fix any of this, so I welcome the private sector to step in and provide a bus solution in the meantime that is fast, clean, and efficient.
The US story is just fantasy. Buses work well, few people use cash or coins, and government has been and is improving things - including payment. For example, I've seen plenty of public transit where people pay before the vehicle arrives.
In my US city, not a megalopolis, but a state capital, there's no machine to shove money into, because the bus system doesn't charge anyone to ride.
Charge them their full amortized share of the road, raise rates if congestion becomes a problem.