Most AI programs fail for a reason that has nothing to do with the technology. Organizations invest in models and skip the data, governance, and human adoption work that determines whether AI delivers value. This session introduces the AI System Model, a four-layer framework for diagnosing where AI initiatives break and what separates organizations posting real returns from the majority still stuck at the pilot stage.
Drawing on the same framework taught in Caltech CTME's "AI for Executives" program and detailed in the companion AI System Model whitepaper, this talk gives executives a working diagnostic they can apply to their own organization before the session ends.
Watch Full Recording
Nicholas BeaudoinAaron Meyers
Leading the Enterprise Through AI
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Most AI programs fail for a reason that has nothing to do with the technology. Organizations invest in models and skip the data, governance, and human adoption work that determines whether AI delivers value. This session introduces the AI System Model, a four-layer framework for diagnosing where AI initiatives break and what separates organizations posting real returns from the majority still stuck at the pilot stage.
Drawing on the same framework taught in Caltech CTME's "AI for Executives" program and detailed in the companion AI System Model whitepaper, this talk gives executives a working diagnostic they can apply to their own organization before the session ends.
Speakers
Nicholas Beaudoin
Affiliate Director of AI Programs @ Caltech CTME
Head of AI @ Addenso Labs
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