Executives are learning tough lessons about security, oversight and accountability as AI adoption surges.
Executives are learning tough lessons about security, oversight and accountability as AI adoption surges.
In context
- Topic: Estrategia y Gobierno de TI — Decisiones de portafolio, costo total, gobierno y marcos de referencia.
- Source: CIO Dive
- Published: 12/10/2026
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Why it matters
When an organisation announces a turn like this, the announcement is rarely the interesting part. What matters is everything it forces to be reordered underneath: committed budgets, live contracts, teams built for something else. That is where you find out whether the decision had real backing or was a slide in a deck.
My filter is always the same: does this change a decision, or only a tool? If at the end of the quarter the same people are approving the same things by the same criteria, there was no transformation, there was a purchase. The difference shows up in the committee minutes, not in the press release.
What usually goes wrong
Where I see this fail most is in the second half of the year. The announcement is made with energy, the team gets assembled, and eight months later the person driving it changed role or company. Without an institutional owner, not just a personal one, the programme fades without anybody formally cancelling it.
What to watch
- The real calendar of contracts and renewals: that is where you see whether the move was strategic or was an expiry date.
- What gets switched off to fund the new thing; if nothing does, the budget will hurt in six months.
- How the relationship with current vendors is left, which is usually where the dependency nobody measured is sitting.
How I read this entry
If this landed on my desk, the first thing I would ask for is not a plan. It is an honest inventory of what is already running and what it costs to keep it alive. It almost always turns out that the budget for the new thing comes from switching off something old that nobody wants to name, and that conversation decides whether the project lives.
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Living through this in your own team?
Open the chat and tell me how you're handling it. I'm interested in comparing notes.
