Most AI initiatives stall in experimentation mode. Dr. Fern Halper, VP and Senior Research Director for Advanced Analytics at TDWI and founder of the AI Foundations Group, explains why companies remain unprepared for meaningful AI adoption. The conversation examines the foundational systems required to move beyond isolated experiments, the difference between testing for failure and building for scale, and how to convert AI pilots into measurable business value over the next 12 months.

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