Skip to main content
  1. Home
  2. Cars
  3. News

Big data helps Belfort, France, allocate buses on routes according to demand

Add as a preferred source on Google

As modern cities smarten up, the priority for many will be transportation. Belfort, a mid-sized French industrial city of 50,000, serves as proof of concept for improved urban transportation that does not require the time and expense of covering the city with sensors and cameras.

Working with Tata Consultancy Services (TCS) and GFI Informatique, the Board of Public Transportation of Belfort overhauled bus service management of the city’s 100-plus buses. The project entailed a combination of ID cards, GPS-equipped card readers on buses, and big data analysis. The collected data was used to measure bus speed from stop to stop, passenger flow to observe when and where people got on and off, and bus route density. From start to finish, the proof of concept project took four weeks.

Recommended Videos

Using the TCS Intelligent Urban Exchange system, operations managers were able to detect when and where about 20 percent of all bus passengers boarded and got off on each city bus route. Utilizing big data and artificial intelligence the city’s urban planners were able to use that data analysis to make cost-effective adjustments including the allocation of additional buses on routes and during times of greater passenger demand. They were also able to cut back on buses for minimally used routes and stops. In addition, the system provided feedback on the effect of city construction projects on bus service.

“We were eager to participate in this experiment to make Belfort more attractive to citizens and support the economy,” said Yannick Monnier, Director of the Board of Public Transportation of Belfort. “The results were very conclusive. The experiment allowed us to optimize our transportation network and realize savings. It was such a big success that it could be duplicated to improve not only transportation but also other major city services such as water, waste collection and electricity,” he added.

Going forward, continued data analysis will help the city budget wisely for infrastructure changes and new equipment purchases. The goal is to put the money where the needs are greatest rather than just spending and then waiting to see if usage justified the expense. The push for smarter cities has to be not just about improved services, but also smart resource allocation — in the Belfort project, the use of big data showed how to do both.

Bruce Brown
Bruce Brown Contributing Editor   As a Contributing Editor to the Auto teams at Digital Trends and TheManual.com, Bruce…
Your next ‘cheap’ new EV isn’t coming – unless you buy used
Representative image of EVs charging

The global electric-car market is in a weird pricing flux. In Britain, Hyundai has opened orders for the Ioniq 3, a compact electric hatchback that starts at £22,245, or £18,495 after the country's £3,750 Electric Car Grant. The 61kWh version can travel up to 308 miles (WLTP range), while higher-end trims add features such as Matrix LED headlights and Hyundai's new Pleos Connect infotainment system, based on Android Automotive OS.

Cross the Atlantic, however, and that particular proposition disappears. Hyundai has no current plans to bring the Ioniq 3 to the U.S. Meanwhile, Cox Automotive put the average U.S. new-EV transaction price at $54,754 in August 2026. The gap is not simply about one car. It highlights a broader problem: while other markets are producing increasingly affordable electric cars, the U.S. still has remarkably few mainstream EVs around the 20,000-25,000 mark.

Read more
BMW’s new electric SUV coupe has 428 miles of range and offers impressively fast charging
BMW’s new iX4 can add 184 miles before your coffee gets cold
BMW iX4

BMW has officially revealed the iX4, and while the swooping coupe-SUV shape will probably get most of the attention, the numbers under the hood are what's really impressive. The BMW iX4 50 xDrive is rated for a preliminary maximum of 428 miles of EPA range, powered by a 112.2kWh usable battery and dual electric motors producing 463 horsepower.

The company claims it can sprint from 0-60 mph in 4.7 seconds. Just like the BMW iX5, the iX4 is a redesign of the brand's X4.

Read more
Rivian’s new Pet Cam lets you check on your dog right from your phone’s lock screen
The new feature combines the R2's interior camera with Pet Mode, giving you a quick way to make sure your pup is comfortable while you're away.
Rivian R2 Pet Cam

Leaving your dog in the car, even for a quick coffee run, always comes with a little worry. Is your pup okay? Rivian wants to put those worries to rest with its 2026.36 software update, which brings a new Pet Cam feature to the R2.

According to Rivian, over 60% of its owners bring their dogs along for the ride, so it's no surprise the company keeps adding pet-friendly features. Pet Mode already keeps the cabin cool and comfortable. Now, Pet Cam lets you actually see how your pet is doing.

Read more