Brand teams need process intelligence before they need more AI

AI does not fix brand incoherence. It accelerates it. Before brand teams buy another tool, launch another pilot, or ask another model to “scale the brand,” they need to understand how the brand actually moves through the business: approvals, handovers, sales decks, product claims, regional edits, legal constraints, and all the small mutations that never appear in the guidelines.