What happens when you mix knowledge graphs, tight vocabularies and just enough AI? In this piece, we evaluate the food delivery company DoorDash on LLM experiments and how they get cleaner segments, smarter retrieval and a system that knows what “no-milk vanilla ice cream” actually means.