Published February 12, 2026 | Version v1
Preprint Open

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

Authors/Creators

  • 1. Capgemini Engineering; Odessa Polytechnic National University

Description

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.

Files

article-08-ai-talent-economics.md

Files (40.9 kB)

Name Size Download all
md5:0220a406a98e44304427e6356967065e
40.9 kB Preview Download

Additional details

Related works

Is part of
Other: https://hub.stabilarity.com/?p=317 (URL)