Traffic enforcement systems are increasingly adopting AI-powered camera technology to improve the detection and processing of road violations. Modern surveillance cameras equipped with computer vision and Automatic Number Plate Recognition (ANPR) can identify offences such as speeding, red-light violations, and lane misuse with high accuracy and minimal human involvement.

These systems automatically generate digital challans by linking captured vehicle data to centralized databases, reducing processing time and improving transparency. Authorities report that AI-based enforcement helps minimize errors, ensures consistent rule application, and supports broader smart-city initiatives focused on safety and efficiency.

Additional technical details and public-facing information about how camera-based e-challan systems function and how records can be checked online are available here:
https://e-challancheck.com.pk/

As AI and automation continue to evolve, experts expect further improvements in accuracy, data security, and real-time traffic management through intelligent camera networks.