U.S. and Japanese Companies Struggle with Different Parts of AI Adoption—and Offer Different Lessons for Making It Work

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In the global story of AI adoption, the United States appears to be the clear leader. Meanwhile, Japan, once a global powerhouse of technological innovation, appears to lag. The numbers seem to confirm it: recent research from McKinsey found that 88% of U.S. companies use AI in at least one business function, while comparable research from the Yano Research Institute last spring found just 26% of Japanese companies said the same. According to the Stanford AI Index 2025, the U.S. ranked first globally in private AI investment in 2024; Japan ranked 14.



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