CIOs can play a larger role in advocating for an AI standard, leading to improved consistency and less complexity, said Scott Zoldi, chief analytics officer at FICO.
CIOs can play a larger role in advocating for an AI standard, leading to improved consistency and less complexity, said Scott Zoldi, chief analytics officer at FICO.
In context
- Topic: Estrategia y Gobierno de TI — Decisiones de portafolio, costo total, gobierno y marcos de referencia.
- Source: CIO Dive
- Published: 07/10/2026
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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.
I read it looking for coordination cost. Every technology decision splits work across areas that do not report to each other, and that is where the return leaks out. If nobody defined who resolves it when two areas disagree, the project already has its grounding date set.
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
- How the relationship with current vendors is left, which is usually where the dependency nobody measured is sitting.
- Who ends up owning the decision, and with what budget of their own rather than borrowed.
- Whether business metrics appear or only delivery metrics — cost per transaction beats percentage complete.
How I read this entry
I would treat it less as a technology story and more as a market signal. If one player moves this way, in twelve to eighteen months the rest will have to answer something. Better to decide now, calmly, what that answer will be, rather than improvise it when a client asks.
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Comments
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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.