AI Transformation: Ready or Already?
Other text in scientific journal, 2026

Generative AI promises substantial productivity gains, but many initiatives fail. This column argues that outcomes depend on readiness, not technology alone. We examine AI transformation requirements across organizational, individual, and technological dimensions, highlighting why engineering practices, human factors, and strategic clarity determine success.

Artificial intelligence

Modeling

Organizations

Codes

Software

Printing

Testing

Educational institutions

Technology

Author

Felix Dobslaw

Mid Sweden University

Lucas Gren

Getinge Group

Markus Borg

CodeScene

Erik Sterner

University of Gothenburg

IEEE Software

0740-7459 (ISSN) 19374194 (eISSN)

Vol. 43 3 8-12

Subject Categories (SSIF 2025)

Computer Vision and learning System

Other Social Sciences not elsewhere specified

Sociology

DOI

10.1109/MS.2026.3662854

More information

Latest update

5/29/2026