A widely read McKinsey survey asked 757 senior executives how they’d respond to the AI opportunities in front of their organizations. Thirty-eight percent gave the same answer: add a chief AI officer.
We’ve argued elsewhere that a chief AI officer cannot hold the seat most buyers actually need — whether it’s a standalone chief AI officer or a digital officer who inherited AI on top of an existing mandate, a chief AI officer cannot hold the seat for three structural reasons.
Appointing someone resolves the optics of the vacancy without resolving the vacancy.
More than a third of executives reach for the same solution — appoint someone — when the underlying gap is a governance function, not a hiring decision.
Structural Analysis
Why the seat cannot hold the function
Inherited Adoption Incentives
The seat inherits the organization's own adoption incentives, turning its occupant into an internal sponsor rather than an objective governance check.
Episodic Tenure vs. Continuous Operations
A person's tenure and evaluation are episodic, while the AI models and systems they govern operate and drift continuously every quarter.
Absence of a Stable Instrument
Without a settled ontology or standardized instrument, even a willing occupant ends up importing whichever vendor's framework arrived first.
McKinsey’s June 2025 survey wasn’t designed to test that argument. But the number it produced functions as corroboration anyway: more than a third of 757 executives, across consumer, technology, media, public sector, financial services, and energy, reach for the same solution — appoint someone — when the underlying gap is a governance function, not a hiring decision. The seat keeps getting created because appointing someone feels like progress.
Market Context
An instinct that hasn’t dated
The survey itself is now over a year old, but the instinct it captured hasn’t dated with it. The same firm ran a second, larger executive survey the following week for a companion article, and has kept publishing into 2026 on the same operating-model territory. None of that later work retests this specific 38 percent figure — but it confirms the underlying condition is still current: executives are still being asked how to organize for AI, and a seat is still the answer on offer.
This isn’t a criticism of the executives who answered that way, or of the people who take these roles. The seat is a reasonable-looking answer to a real question, and the people who occupy it are usually capable. The problem sits one level up, in the seat’s design — it was never given the instrument it would need to hold the authority its title implies.
Closing Test
Before routing an AI opportunity to a new hire:
Next time an AI opportunity gets routed to “we should get a chief AI officer,” ask what specific, durable instrument that person would hold six months after being hired — not which initiatives they’d sponsor, not how large their budget would be.
If the honest answer is “their own judgment, shaped by whichever vendors they’ve spoken to most recently,” the seat hasn’t been filled. It’s been staffed.