The fundamentals of AI transformation (that most orgs are getting wrong) (www.northshore.studio)

In their upcoming book, AI experts Dr. Shahzia Holtom and Martina Hodges-Schell emphasize that many organizations are mismanaging their AI transformation efforts by focusing primarily on optimization rather than value creation. They argue that leaders should shift the narrative from “How can AI help us do our jobs better?” to “How could AI help us create net new value?” This perspective advocates for a more ambitious approach to AI adoption that goes beyond streamlining existing processes, highlighting that true innovation arises from rethinking workflows and exploring new business models. The authors introduce an "altitude framework" to categorize AI initiatives based on risk and potential impact, explaining that the most significant value lies in tackling high-level transformations despite their uncertainty and investment requirements. They stress the importance of cultivating a culture that encourages experimentation and productive failure, as well as the need for organizations to evaluate their maturity in innovation regularly. By laying the groundwork for AI integration now, companies can position themselves to either lead in discovering novel opportunities or effectively respond when competitors do.