Your AI isn’t failing. Your org just can’t absorb it

Here’s how to fix that.

[Images: Andrey/Adobe Stock, VAlex/Adobe Stock]

A recent Wall Street Journal survey found a 38-point gap between how executives and employees experience AI at work. C-suite leaders report saving eight or more hours weekly. Two-thirds of front-line workers say the tools save them less than two hours—or nothing at all.

Most leaders read that as a rollout problem. A training problem. A communication problem.

It’s none of those things.

This month, a National Bureau of Economic Research study of 6,000 executives confirmed what the WSJ data was already pointing to: the vast majority are seeing no measurable productivity gains from AI. Not a small shortfall. A near-total disconnect between investment and results.

Here’s what I keep seeing when I work with leadership teams navigating this: the technology isn’t the problem. The problem is what organizations do—and don’t have—to absorb it.

Organizational immunity

Every organization has what I’d call an immune system. Embedded processes, governance structures, risk practices, cultural norms—all built to protect the existing operation. They do exactly what they were designed to do: reject things that don’t fit.

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