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AI is becoming a structural requirement in digital marketing, but enterprise adoption stalls after successful pilots. CEO Salman Shahid at Noah Technology identifies the gap as an operating model failure, not a technology gap. Organizations must mandate operational alignment and build unified data environments like Netflix to scale AI effectively.
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