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Wednesday, November 11, 2026

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AI Treasury · AI ROI

23% of Finance Leaders Can Trace AI Spend and Prove Its Return. Just 3% Got Turned Down.

Among everyone else, 19% failed to secure an AI investment. Both groups spend about the same.

· 2 min read

A gray-haired executive in a dark suit sits at a black marble desk with his chin on his hand, reading papers under a brass lamp, beside windows over a city at dusk.
Photograph: AI-generated

CloudZero’s survey of 252 senior finance leaders, 79% of them CFOs, found that 23% can trace AI spend and prove its return, and only 3% of those leaders failed to secure an AI investment, against 19% of everyone else.

The two groups plan nearly the same fiscal 2027 budgets: 41% of the 23% plan an increase of 20% or more, against 38% of the rest, a gap inside the survey’s margin of error. Across all 252 respondents, 47% say their board asks for proof of AI return that they cannot give; among the 23%, 32% say so.

Who are the 23%?

They are 59 of the 252 leaders, and they do two things at once. They allocate AI spend to a team or a business unit, or at finer detail, and they measure outcomes rigorously enough to say what that spend returned.

The pairing matters more than either half. Leaders who claim a return they could defend to a board, but can see only a total or a rough category split, report the same trouble with their board as leaders who claim no return at all: 56% against 54% say the board asks for proof they cannot provide.

Why is allocation the half that is missing?

Return without allocation tells a board that the program paid off somewhere, not where. Only 12% of respondents can break AI spend down finely enough to act on it inside the quarter, and 74% say linking spend to outcomes would change specific decisions in their fiscal 2027 plans.

Allocation depends on systems finance often does not run, according to the survey report. The CFO’s office, the group that most often owns the AI budget, is the group least likely to see where the spend goes.

Does outside research agree?

KPMG’s survey of 2,145 senior leaders points the same way, on a different measure. Leaders with strong visibility into AI costs were five times as likely to report established AI return, 15% against 3%.

Two groups plan the same increase, and one is turned down 3% of the time while the other is turned down 19%. Could a finance team name, for each AI line in its fiscal 2027 plan, who owns the spend and what it returned?

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