Inside predictive maintenance at scale with edge-to-cloud analytics

Breathing fresh air in modern cities is becoming increasingly difficult as pollution levels continue to rise. A large percentage of the world’s population is exposed to contaminated air filled with harmful pollutants that the human immune system cannot fully defend against. According to global health organizations, air pollution is responsible for millions of deaths every year, making it one of the biggest environmental threats to human life.

Once known as the “City of Gardens,” Lahore has now frequently ranked among the world’s most polluted cities on the Air Quality Index (AQI). Smog, vehicle emissions, industrial pollution, construction dust, and crop burning have severely affected the city’s atmosphere, creating dangerous health conditions for millions of residents. The alarming rise in air pollution highlights the urgent need for real-time air quality monitoring, sustainable urban planning, and stronger environmental protection measures to ensure a healthier future for coming generations.