This whitepaper examines why the traditional, benefits-led narrative around AI is no longer enough. It outlines the shifts enterprises must make to move from fragmented experimentation to durable advantage: from use cases to value pools, from copilots to workflows, from general models to domain intelligence, from technology deployment to operating model redesign, and from pilots to repeatable capability building.
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