Pune went live in three weeks

For years, the Pune Municipal Corporation managed traffic the way most Tier-1 cities do: through a network of 180 high-tech camera junctions. It was a sophisticated system, but it suffered from a structural flaw that no amount of resolution could fix. It was only looking at 1.3% of the city's roads.

The remaining 97% of the network—the arterial roads, the residential connectors, and the service lanes where congestion actually originates—was completely dark. When a bottleneck formed on a road without a camera, the control room didn't know until the tailbacks reached a monitored junction. By then, the delay was already systemic.

The invisibility gap

Traditional Intelligent Traffic Management Systems (ITMS) are limited by physics and procurement. Installing a single camera junction requires fiber backhaul, power supply, and civil work. In a city as dense as Pune, scaling this to cover every road is economically and logistically impossible.

TraffiCure changed the equation by removing the hardware entirely. By ingesting anonymized probe data from over a billion smartphones, we turned the city’s existing mobile network into a massive, virtual sensor array. In less than a month, Pune went from seeing 180 points to monitoring over 14,200 road segments in real-time.

"It was like putting on glasses for the first time. We'd been managing traffic based on what we could see at a few hundred points. Suddenly we could see the entire city, and the patterns we discovered weren't minor—they were systemic."

Discovery of hidden bottlenecks

Once the full network was live, the data revealed something the cameras never could: the "shadow bottlenecks." On corridors like Senapati Bapat Road and Karve Road, the system identified congestion events that didn't start at the signals, but in the mid-block segments caused by illegal parking and unregulated merging.

With a 2-minute refresh cycle, the Pune traffic operations team began receiving alerts before commuters even opened their navigation apps. This allowed for dynamic deployment of wardens and signal timing adjustments that were proactive rather than reactive.

The bottom line

Pune's transition to software-only traffic intelligence proves that city-wide visibility doesn't require years of construction or billions in hardware. By leveraging the data already in every commuter's pocket, Pune has built a more responsive, transparent, and efficient mobility network in just three weeks.