With Urbiverse – SWITCH’s AI simulation platform – Wayla was able to launch its new on-demand vanpooling service in Milan with confidence. The tool helped them figure out how many vehicles they needed, where to place them, and whether the service would be financially sustainable. After launching, the simulation process turned out to be over 92% accurate, making it easier for them to plan ahead and scale smoothly.
This case study is for shared mobility and logistics operators who need to make strategic decisions before they have years of historical data.
In a few pages, you will see how AI simulations can de-risk launches, support investors, and guide long term planning.
What you will learn inside
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How Wayla sized its initial fleet and chose the right number of vehicles for launch.
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How AI simulations identified the best areas and virtual stations to place vehicles in Milan.
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How Urbiverse forecasted breakeven and helped validate that the service was financially sustainable.
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How real operations data confirmed a 92.6 percent accuracy between forecast and reality.
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How simulation results now support Wayla in planning future expansion and scaling scenarios.
Download the full case study
