AI Economics: AI Talent Economics — Build vs Buy vs Partner

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Authors: Oleh Ivchenko
Cited by: 0

Abstract

The scarcity of qualified artificial intelligence talent represents one of the most significant economic constraints facing enterprises pursuing AI transformation. With global demand for AI practitioners outpacing supply by an estimated 3:1 ratio, organizations face a critical strategic decision: should they build internal AI capabilities through training and hiring, buy talent through aggressive recruitment and acquisitions, or partner with external providers for AI expertise? This paper presents a comprehensive economic framework for evaluating the AI talent acquisition decision, incorporating total cost of ownership (TCO) analysis, opportunity cost modeling, and risk-adjusted return calculations.

Fields of Study & Subjects

AI and HR Technologies Artificial Intelligence Applications Human Resource and Talent Management

Publication details

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