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 8-12Subject Categories (SSIF 2025)
Computer Vision and learning System
Other Social Sciences not elsewhere specified
Sociology
DOI
10.1109/MS.2026.3662854