What worries you most about AI adoption right now?
Most enterprises remain stuck in AI 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 still aren't ready for scaled AI adoption. She outlines the foundational data and governance systems required to move beyond isolated pilots, the shift from experimentation to operational value, and a 12-month prioritization framework for turning AI experiments into measurable business impact.
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Part 1What worries you most about AI adoption right now?
Most enterprises remain stuck in AI 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 still aren't ready for scaled AI adoption. She outlines the foundational data and governance systems required to move beyond isolated pilots, the shift from experimentation to operational value, and a 12-month prioritization framework for turning AI experiments into measurable business impact.





