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Channeling Infrastructure: A Theoretical Framework for Bridging the AI Investment–Impact Gap in Organizational Transformation
Enterprise AI fails for lack of channeling infrastructure. This paper introduces the Channeling Infrastructure Model (CIM), which replaces the static document with the transformation flow: AI-augmented conversational stages with traceability from diagnosis to specification.