Art of the Possible With AI

Art of the Possible With AI

Share this post

Art of the Possible With AI
Art of the Possible With AI
Route Awakening

Route Awakening

How dynamic, AI-driven simulations can transform long-range transit planning and improve rider satisfaction at scale.

Michael Mallari's avatar
Michael Mallari
Jun 29, 2025
∙ Paid
3

Share this post

Art of the Possible With AI
Art of the Possible With AI
Route Awakening
1
Share
group of people walking near high-rise buildings
Photo by Anthony Rosset on Unsplash

Jeff had seen this movie before. As the fictional director of urban mobility strategy at AnyLogix Transit Solutions (a fictional multimodal transportation company), he was no stranger to unexpected service complaints or public frustration. When the buses ran late, when light-rail ridership dipped, or when bike-share docks overflowed at the wrong times, it was Jeff’s phone that buzzed. And lately, it hadn’t stopped.

The company, like many in the transit tech space, had relied for years on simulation software to help city clients plan and optimize their networks. These tools could model a single bus line or anticipate traffic at a given intersection. But they were limited, stuck in snapshot thinking. They couldn’t scale to model how a city moves over time: how a morning rush builds from a few commuters into a flood, how traffic signals ripple congestion downstream, or how the sudden appearance of a street performer on a plaza could change pedestrian pat…

This post is for paid subscribers

Already a paid subscriber? Sign in
© 2025 Michael Mallari
Privacy ∙ Terms ∙ Collection notice
Start writingGet the app
Substack is the home for great culture

Share