Why most AI fails to scale, and how strong data foundations will change that

Gate One

In their recent insight, Gate One notes that while AI investment is rising and pressure for results increases, many tech leaders struggle to show real impact. Despite AI’s link to transformation goals, most organisations fail to scale projects beyond pilots, with 95% of generative AI pilots not delivering ROI. The main barrier isn’t the AI itself, but poor data foundations.

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