Up to 50% of meals served in hospitals and senior care homes are thrown away. This hidden food waste has a major financial impact, and worsens another silent crisis: malnutrition. When residents eat too little, clinical risks increase — along with healthcare costs. This article explores how Artificial Intelligence (AI) can transform nutrition management and reduce both waste and clinical risks by making food intake truly measurable.