Why do some organizations generate real value from AI while others remain stuck in pilot mode? Over the past year, the AWS Executive in Residence team explored that question through 150+ candid conversations with senior leaders across industries and Amazon executives deploying AI at scale. From our Reimagine research, we'll share the patterns that separate success from stall and a framework for where you stand and what to do next.