AI has earned its place in modern marketing workflows, especially when it comes to speed, cost, and production efficiency. Used correctly, it can remove friction, streamline execution, and help teams move faster without blowing budgets. Used incorrectly, it risks turning brands into something generic, interchangeable, and disposable. The difference comes down to where AI is applied. Where AI Marketing Works Well Artificial intelligence marketingexcels in production support. I

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