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Artificial Intelligence (AI) doesn't fix organizational dysfunction, it amplifies it at scale. Deploying AI agents into a broken structure doesn't create an AI-native organization; it creates a faster-failing one.

Deploying Artificial Intelligence (AI) tools and messaging without redesigning organizational structure isn't organizational transformation, it's a technology rollout with a transformation label on it. Structural redesign is a distinct discipline, and most transformation teams don't have it in the room.