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Over 80% of AI projects fail to reach production, double the rate of traditional IT projects. MIT found 95% of organizations saw zero measurable return from generative AI in 2025. S&P Global reported 42% of companies abandoned most AI initiatives that year. The root cause is data infrastructure, not model quality.
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