This chapter ties into Sustainable Development Goal 11, Sustainable Development Goal 12, and Sustainable Development Goal 13 by focusing on designing sustainable waste management systems for smart cities, which enhances urban sustainability and resilience, by discussing AI-based waste management systems that optimize recycling, resource recovery, and efficient waste handling, promoting sustainable consumption and production patterns, and by exploring AI’s role in carbon emission assessment and energy transition processes, contributing to efforts to combat climate change and its impacts.