Publications

Enterprise AI Transformation: What Actually Changes

Publication in development

I am developing a publication on what changes when AI becomes part of business operations: how work is organized, who can make decisions and who remains accountable, how AI affects business performance and whether the benefits justify the full cost, and what oversight and controls are needed.

The aim is to help leaders decide what to redesign, what to keep and what evidence to require when funding, scaling or stopping an AI initiative.