When cities first brought AI into traffic systems, the thinking was quite practical.
They needed better monitoring. Too many violations, too much dependency on manual enforcement, and not enough visibility at key junctions. AI solved that quickly—cameras got smarter, violations were detected automatically, and enforcement became more consistent. For a while, that was enough....
Ask any transport planner what’s hardest to measure, and you’ll often hear the same answer—passenger demand. Not because the data doesn’t exist, but because, traditionally, it hasn’t been...
If you look at how most public transport systems are set up, you’ll notice something quite common. Ticketing and operations usually sit in different worlds.
On one side, there’s fare...
Managing a public transport dispatch system is often one of the most demanding parts of running a bus network. While passengers mainly notice buses arriving at stops, the real work of keeping...
When people talk about improving public transport, the conversation usually revolves around routes, new buses, or passenger technology. Depot parking rarely comes up.
But if you spend even a...
In most cities, changing a bus route is a serious decision.
It might look like a small adjustment on paper—adding a few stops, changing a corridor, increasing frequency, or introducing a...
In public transport operations, incidents are inevitable. No system runs an entire day without disruption. Vehicles break down, traffic conditions change unexpectedly, drivers report issues...
Most cities eventually reach this point.
Someone says, “We need GTFS.”
Someone else says, “We already have our own data format.”
IT asks about integration.
Operations asks what changes....
When agencies say they have real-time tracking, what they usually mean is this: there’s a screen somewhere with buses moving across a map.
That’s useful. It gives visibility. But if we’re...
For decades, public transport planning relied on assumptions. Routes were drawn based on past usage, surveys were conducted once in a few years, and service changes were often...