We have introduced the INTERLOCUTOR agent, designed specifically to sit at the interface between human users and the warehouse. INTERLOCUTOR employs a Socratic posture to analyze intent and restructure prompts before they reach downstream agents, ensuring higher fidelity and surfacing potential misalignments early. This addition effectively addresses communication gaps that were previously unmanaged within our agent pipeline.