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Highway toll networks already collect detailed vehicle movement data through systems like FASTag.

However, this data is primarily used for toll collection rather than real-time congestion prediction.

As a result:

• Drivers often enter highways without knowing about major traffic jams ahead.
• Traffic congestion between toll plazas is detected too late.
• Navigation apps rely mostly on mobile GPS signals, which may not detect early congestion on long expressways.
• Vehicles can become trapped in multi-kilometer traffic jams with no opportunity to exit or reroute.
• Highway operators lack predictive tools to manage traffic flow between toll segments.

This creates inefficiencies at scale:

• Large-scale traffic jams affecting thousands of motorists
• Delayed emergency response and accident clearance
• Fuel wastage and increased emissions
• Driver frustration and economic productivity loss

In modern smart highway systems, the lack of real-time toll-to-toll traffic flow analysis represents a major operational gap.

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