A system for generating an animal feed formulation based on environmental nutrient inputs. The system comprises a simulator engine configured to generate a set of animal requirements in view of environmental nutrients received by an animal based on characteristics of the animal and a formulator engine configured to receive the set of animal requirements and generate an optimized animal feed formulation based on the animal requirements.