Malay A. Upadhyay has been one of the early authors in the field of AI Management. He devised some of the first managerial frameworks on AI journeys over the course of his roles as a COO with SalesChoice (an award-winning AI platform-as-a-service), Masterclass Instructor with the US Artificial Intelligence Institute, and Author of four books on the topic. He has also published three educational courses and trained 1000+ business leaders at the likes of CGI India, Compass Group Japan, World Financial Group, US Navy, Reckitt Europe and Services Australia, and many more, who have led to thousands more making more informed AI choices today for their organizations with his managerial guidelines.