Organizations worldwide are accelerating their investment in artificial intelligence (AI), yet many struggle to define what success actually looks like once a system goes live. This article introduces a practical, four-dimensional framework for measuring true AI adoption, covering workflow efficiency, decision quality, cultural adoption, and responsible AI practices. Grounded … [Read more...] about Beyond implementation: A practical framework for measuring AI adoption success [Outlook of AI Evolution]