Cattle performance is heavily reliant on the quality and balance of their feed. Designing optimized cattle feed formulations involves a complex understanding of an animal's nutritional requirements across various stages of life. This includes carefully selecting sources to ensure adequate proportions of essential nutrients such as protein, energy,