Cattle productivity is heavily reliant on the quality and makeup of their feed. Creating optimized cattle feed formulations involves a detailed understanding of an animal's feeding requirements across various stages of life. This includes carefully selecting sources to ensure adequate amounts of essential nutrients such as protein, energy, vitamin