NotCo provides a generative formulation engine that explores combination options for ingredients to propose viable concepts computationally. Its data ingestion system utilizes agentic retrieval to incorporate scientific literature, regulations, and ingredient specifications directly into the formulation workflow. AI orchestration agents optimize manufacturing parameters simultaneously for cost, nutrition, sensory attributes, and plant throughput. This integrated system connects consumer intelligence, R&D, regulatory compliance, and factory manufacturing parameters into a centralized workflow.