Artificial intelligence contributes significantly to global sustainability initiatives by optimizing complex resource management systems, predicting energy demands, and minimizing waste across multiple industrial sectors. Machine learning algorithms analyze massive datasets to enhance the efficiency of smart power grids, integrate renewable energy sources seamlessly, and optimize supply chain routes to lower carbon footprints. Furthermore, AI models assist in environmental monitoring, climate modeling, precision agriculture, and accelerating material science research for green technologies.