AI transformation is often compared to the digital transformation wave of the 2010s, but experienced technology leaders are discovering the differences run far deeper than new tools or buzzwords. This article explores why traditional transformation playbooks may fail in the AI era, especially for CTOs and VP-level leaders responsible for adoption, governance, operations, and organizational change. From shifting employee workflows to redefining decision-making and trust, the piece examines how AI introduces a fundamentally different pace, complexity, and human challenge than previous technology initiatives. A practical look at what leaders must rethink to successfully scale AI inside modern organizations.
