After 30+ years in IT management (and later in HR management as well) I've seen a familiar pattern repeat itself.
Vendors show up with a shiny new tool, convinced it's the answer to every organizational problem. Their solution becomes the hammer, and suddenly everything in your business looks like a nail.
Today, that hammer is Artificial Intelligence.
And to be fair, AI is powerful. It can write better emails, summarize meetings, support customer service, and streamline countless small tasks. But none of that automatically solves the real challenges organizations face.
Most companies have complex workflows, homegrown processes, layers of culture and subcultures, and years of operational habits wrapped around them. Some are helpful. Some aren't. But they're all deeply intertwined, and you can't simply drop AI on top of that and expect transformation.
That's why I get skeptical when I hear, "You just need to roll out Tool X across the organization."
Ten years ago, Tool X was CRM or a new ERP. Today, Tool X is AI.
AI absolutely belongs in the toolkit—but it isn't the toolkit itself.
Real improvement starts with understanding your core issues, rethinking processes, managing change well, and shaping culture. Only after that do you decide where AI fits. And when it's added in the right places, it can amplify everything else. But when AI is treated as a magic fix, expectations get inflated, trust erodes, and the real problems remain unsolved.
I believe AI is transformative, but only as part of a larger, thoughtful strategy.
What do you think? Is AI being oversold, or are organizations underestimating what it can do?