Urbanization, aging infrastructure and budget constraints drive cities to adopt smarter, more efficient solutions for public maintenance. As cities grow and the demand for resource optimization rises, municipalities increasingly turn to AI and data-driven tools to manage their assets more sustainably.

Privacy concerns and labor shortages are reshaping how cities operate, pushing for innovations that are not only cost-effective but also respect citizen data rights. In this evolving landscape, AI-powered automation offers a pathway to maintain urban environments efficiently and responsibly, transforming how cities function and thrive.