No governance: The most expensive mistake leaders make when scaling AI Most leaders treat AI adoption as a tech problem, but the real risk is governance: fragmented tools, unclear ownership, and unreviewed AI decisions create shadow AI and hidden operational risk.
DevOps didn't fix your culture, and AI won't either. There is a pattern that repeats itself in engineering organizations, and most leaders only see it when it is too late: trying to fix culture with a toolchain.
