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Looking back, 2025 was not the year enterprises “figured out” AI. It was the year many organizations finally admitted how unprepared they were. When generative AI burst onto the scene in 2023, adoption was fast and furious. Off-the-shelf tools promised immediate gains in productivity for writing, coding, and summarization; organizations embraced them enthusiastically. At the

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