Cement is a fundamental material for modern infrastructure, but its production processes are notorious for being resource-intensive and environmentally damaging. As global demand for thr material continues to rise, finding sustainable solutions is more critical than ever. Foundation models, a type of artificial intelligence (AI) that uses large-scale machine learning to understand and generate human-like text, images, and other data forms, offer promising avenues for enhancing sustainability in cement production.