Building a Unified Multi-Branch, Multi-Brand Conversational AI System - Google Business Messages Integration Architecture

Most conversational AI implementations are designed around a single business entity one brand, one location, one knowledge base. The moment you introduce multiple branches carrying multiple brands, th