"The Enterprise Perception Dependency Spectrum: Classifying Enterprise Software Vulnerability to World Model Disruption"

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Authors: Vignesh Govindhan
Cited by: 0

Abstract

This paper introduces the Enterprise Perception Dependency Spectrum (EPDS), a theoretical framework that classifies enterprise software by its dependency on human perception as a data input mechanism. The framework defines three levels — P1 (full perception dependency), P2 (partial), and P3 (minimal) — and argues that advances in world models (Meta V-JEPA 2, NVIDIA Cosmos) will systematically eliminate human-mediated data entry across enterprise applications. Grounded in sociotechnical systems theory, EPDS provides a structured lens for analyzing how AI will reshape enterprise software architecture, workforce composition, and platform economics. Implications for SaaS pricing models, total cost of ownership, and competitive strategy are discussed

Fields of Study & Subjects

Artificial Intelligence Applications Information Technology Governance and Strategy Impact of AI and Big Data on Business and Society

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
4 March 2026
Language
EN
Document type
Preprint