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A 2025 MIT report found roughly 95% of task-specific enterprise generative-AI initiatives produced no measurable business returns. The main obstacle was tools that failed to learn from feedback, fit existing workflows, or solve clearly defined operational problems. Only about 5% of pilots showed rapid revenue acceleration or measurable profit-and-loss impact.
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