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Applied AI·July 31, 2026·1 min read

AI Has Reached an Inflection Point

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When public-market CIOs like AllianceBernstein’s Lei Qiu talk about AI shifting from infra buildout to revenue acceleration, the capital stack is telling you to stop treating AI as an R&D experiment. Operators should be ready to defend AI projects on P&L impact over the next 6–12 months, not just strategic positioning.