Many organizations have taken the initial steps with GenAI: they have obtained licenses for LLM usage, have started pilots, and have a growing group of enthusiastic early users. Now they realize that the harder step is turning those pilots into business value. That is where many initiatives stall, because the underlying work has not been redesigned to fit the technology.