most support volume comes through voice, and you need a layer to interpret what the customer intent is

additionally for many use cases it's not feasible from an eng standpoint to expose a separate api for each entire workflow, instead they typically have many smaller composable steps that need to be strung together in a certain order depending on the situation

its well fit for an llm + tools