On-demand microtransit, where shared rides can be booked and drivers respond to requests in real-time, has been a challenge for mobility providers. Balancing supply and demand, ensuring predictable ride and wait times, and enabling operators to maximize revenue with strong fleet utilization are not trivial efforts. …