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Where AI works best in global content (and where it still fails)

AI has transformed global content workflows, making translation faster and more scalable than ever. But speed alone doesn’t guarantee control. Without memory, structure, and governance, terminology drifts, formatting breaks, and teams quietly redo the same translations. This article explores where AI truly works best in global content, and where it still fails without the right system behind it.