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From Pilot Purgatory to AI That Actually Works in Production

Friday, July 10, 2026

It’s the sentence that’s quietly defined the last three years of enterprise technology: “We’ve invested heavily in AI. But we’re not seeing the outcomes we expected.” And the frustration behind it is completely warranted — because for most organizations, the promise of AI never became a production reality.

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