Palona AI, led by Google and Meta veterans, pivots from D2C chatbots to a full-stack AI operating system for restaurants. We analyze their tech—an orchestration layer for 'shifting sand' LLMs, a custom 'Muffin' memory system, and the 'GRACE' framework—for building a vertical AI powerhouse.