Adopt or Be Undercut: The Structural Inevitability of Business AI

Abstract

The dominant framing treats AI adoption in listed firms and public bodies as a strategic choice. Under two pressures operating sequentially — directors' duty to deliver economic efficiency, and the cost-benchmark cut imposed by peer firms' AI deployment — adoption becomes a fiduciary baseline that competitive selection progressively enforces. Three operational architectures emerge (non-adopter, augmenter, AI-native), with three dynamics selecting among them (augmenter trap, AI-native trajectory, non-adopter exit). Sectoral vignettes from UK judicial AI, content-distribution disruption, and knowledge-service augmentation-and-displacement illustrate the trajectory. AI-native architecture becomes the conditional equilibrium under specified conditions; what to do about it is a separate question.

Keywords: AI Adoption, Fiduciary Duty, Competitive Selection, AI-Native, Disruptive Innovation, Management Strategy

JEL Classification: O33, M10, J24, D21, L20, K22, O38