The HAMAQ project is expected to significantly improve air quality monitoring and forecasting, benefiting urban areas worldwide, including India, where air pollution is a critical issue. By refining emission inventories and satellite proxies, the project could help policymakers and scientists better address pollution sources and mitigate health risks. However, the success of the project depends on the effective integration of diverse data sources and the collaboration of international teams.