The most common mistake leaders make with AI is treating the software as the main investment. It isn’t. What looks like a quick fix often triggers a much bigger—and more expensive—organisational change than expected. The model is the visible part; the real costs sit underneath: data clean-up, integration, security, governance, training, change management, and building trust. That’s why so many AI initiatives start with excitement and end in disappointment. The myth of the qui