Cattle output is heavily reliant on the quality and makeup of their feed. Designing optimized cattle feed formulations involves a complex understanding of an animal's feeding requirements across various stages of life. This includes meticulously selecting components to ensure adequate levels of essential nutrients such as protein, energy, vitamins