Restroex
An AI-assisted restaurant ordering platform with deterministic menu parsing, stateful cart management, and conversational ordering architecture.
What needed solving?
Standard conversational bots frequently hallucinate non-existent menu items or fail to maintain precise cart calculations when customers modify portions, dietary requests, and quantities during multi-turn conversations.
Our approach and design execution
Architected a stateful conversational engine combining LLM natural language understanding with deterministic validation guards. Cart mutations are strictly validated against the active menu database before any item is added or calculated.
Preventing LLM hallucinations during pricing updates by decoupling the natural language parsing layer from the mathematical billing logic.
Backend Architecture, Conversational Schema Engineering, Supabase Schema, API Development.