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