What was once a labyrinth of urban sprawl is now easily navigable with advances in GPS technology. Programs such as Google Maps routinely rout rush hour traffic through neighborhoods not designed for through traffic. These are areas where people live and children play. The road infrastructure is not designed to handle dangerous levels of through traffic.

The Google maps help page is habitually flooded with requests to stop traffic from routing through neighborhoods; often citing injuries or even deaths as a result.

https://support.google.com/maps/thread/178219193/is-there-a-way-to-stop-google-maps-from-routing-traffic-through-my-residential-street?hl=en

"Road traffic is a great example (of the Nash equilibrium): absent other incentives, I’m always going to choose the fastest route home that is available to me, even though taking a longer, more circuitous route would help spread out traffic and ease congestion for other drivers across my city".

This would, however, evidently disrupt long-established traffic routes that have the infrastructure to handle excess vehicles. Houses once peacefully isolated on small country roads could be exposed to nuisance, disrupting the very social benefit that the technology seems to possess.

The main points are:

1. Live traffic data is useful for simple A to B routes but not compatible with multi-stop routes[1].

2. Using live traffic data for multi-stop routes can lead to:

* Longer working times for drivers

* Difficulty meeting customer time slots

* Potential missed dock schedules for B2B deliveries[1]

3. Instead of live traffic data, Track-POD uses:

* Statistical traffic data built into their route optimization algorithm

* Customizable speed ratios for each vehicle in the fleet

* Seasonal adjustments to improve routing precision[1]

4. Track-POD plans to improve their algorithm in 2023 by making it weather-sensitive, automatically adjusting for seasonal changes and weather forecasts[1].

5. The company argues that their approach provides more reliable multi-stop routing while still accounting for traffic patterns and seasonal variations[1].

Citations:

[1] https://www.track-pod.com/blog/live-traffic-routing/

Bangalore has a lot of alleys along residential neighbourhoods, and result is such peaceful neighbourhoods are then clogged as a result.

Its mostly failure of governance. I believe, govt so easily delegating their job of installing better infra to private companies. Only ensuring some stakeholders get richer in the process and city overall remains a loser.

Ye, despite their advantages, the implementation of real-time traffic management systems through urban data platforms is not without challenges.

For example:

• Data Privacy and Security: Handling vast amounts of real-time data raises concerns about privacy and cybersecurity. Ensuring that sensitive information, such as vehicle tracking data, is protected is critical.

• High Costs: The infrastructure required for real-time traffic management, including sensors, communication networks, and data processing systems, can be expensive to implement and maintain.

• Integration with Legacy Systems: Many cities still rely on outdated traffic management systems, which can be difficult to integrate with modern, data-driven platforms.

·         Fuel Efficiency allows the driver to reach his destination in a timely manner, leading to lower fuel consumption.

There are some benefits listed as real time traffic monitoring will help in better route optimization, which will lead to time and cost saving and It will help in incident detection, but the problems they may create are like overly relying on technology, data privacy concern and digital divide as not everyone is has access to smartphones or internet to deal with smart systems.