Bain argues that durable AI value comes from combining proprietary knowledge with redesigned workflows and organizational learning. The useful strategy question is which business domain can improve cumulatively, rather than how many disconnected AI pilots a company can launch.

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They are making a commitment, not managing a portfolio.

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