The Hidden Complexity of 'Simple' AI Projects: A CIO's Guide to Avoiding Strategic Overreach

I projects often start with a simple pitch: automate a task, enhance a decision, improve an outcome. But for CIOs, what begins as a small pilot can rapidly evolve into an architectural burden, a compliance risk, or an unscalable tangle of disconnected experiments. The problem isn’t that AI can’t deliver value. It’s that organizations routinely underestimate what it takes to deliver that value reliably, responsibly, and at scale.