Enterprise AI value is gated by deployment friction, not model capability; the paper introduces the Deployment Wall, the Seam Index (0-12), and Deployment Debt to locate, score, and cost that friction.
Adoption and effects of software engineering best practices in machine learning
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The Deployment Wall: A Diagnostic Framework and Instrument for Enterprise AI in the Deployment Era
Enterprise AI value is gated by deployment friction, not model capability; the paper introduces the Deployment Wall, the Seam Index (0-12), and Deployment Debt to locate, score, and cost that friction.