AI Demo vs Operations System: Why a Prototype Is Not Your System of Record

AI demos look magical in a boardroom. A chat UI summarises a PDF, a vibe-coded prototype books a mock order, a weekend tool scrapes a spreadsheet and answers “status?” in natural language. None of tha