Punjab deploys AI cameras to catch 1,300+ environmental violations in three days

Lahore has deployed artificial intelligence to hunt down the sources of its smog. Over a single seventy-two-hour period, the Punjab Safe Cities Authority detected 1,327 environmental violations using AI-powered cameras, drones, and real-time monitoring from control centers scattered across the province. The scale of the enforcement action reveals both the sophistication of the surveillance infrastructure and the breadth of the pollution problem it is designed to address.

The violations fell into distinct categories, each tied to specific sources of air degradation. Construction vehicles moving material without protective coverings accounted for 637 cases—the largest single category. Of those, 390 received fines and 146 were issued warnings. A second major source came from vehicles actively emitting smoke: 507 were caught by the cameras, resulting in 406 fines and 29 warnings. The system also issued 756 electronic citations against vehicles producing excessive exhaust, suggesting overlap between detection methods or multiple violations by the same vehicles.

Smaller but measurable sources of pollution rounded out the count. Barbecue smoke and chimney emissions generated 120 violations, though enforcement was light—only four fines, with 100 warnings issued instead. Brick kilns, a known contributor to Punjab's seasonal haze, accounted for 54 cases. Three kilns were fined, one was sealed, and 21 received warnings. The disparities in enforcement—some categories drawing heavy fines, others mostly warnings—suggest either differences in violation severity or a graduated approach to compliance.

The technology enabling this surveillance represents a shift in how Punjab approaches environmental enforcement. Rather than relying on inspectors moving through the province, the Safe Cities Authority has woven monitoring into its existing network of smart centers and camera systems. Drones supplement fixed cameras, allowing authorities to track violations across wider areas and to identify sources that might otherwise escape notice. The system flags violations automatically, then routes them to relevant agencies for action.

Crop-residue burning and waste disposal remain under continuous watch through the same camera and drone network, though the authority did not specify how many violations in those categories were detected during the three-day period. These sources are particularly significant during harvest seasons, when farmers burn fields to clear them for the next planting, and the smoke from thousands of fires across Punjab and neighboring provinces creates the thick haze that blankets the region each autumn and winter.

The authority has opened two channels for public participation. Citizens can report violations through Emergency Helpline 15 or through a feature in the Public Safety App called Connect to PSCA. The move suggests that the technology-driven enforcement is meant to work alongside traditional reporting, creating multiple pathways for violations to reach authorities.

What remains unclear is whether this three-day surge represents a sustained enforcement effort or a concentrated campaign. The numbers are striking—more than 1,300 violations in seventy-two hours—but without context about typical detection rates or the total number of violations occurring daily across Punjab, it is difficult to assess whether the crackdown is shifting behavior or simply making visible what was always happening. The authority's framing emphasizes the intensity of the effort and the breadth of the technology deployed, positioning the enforcement as part of a broader push to reduce smog and air pollution across the province.