Just 9% of 400 CEOs call AI agents transformational in KPMG survey
KPMG US found only 9% of 400 large-company CEOs call AI agents transformational, though about four in 10 report significant gains. Nine in 10 expect to add headcount over three years. KPMG's Tim Walsh says the unfinished work is in processes and data.
The Board Room · Leadership desk
Three figures from a KPMG US survey: 86% of CEOs expect to adjust jobs, career paths and team structures for human-AI collaboration in the next two to five years; about two-thirds plan to put at least 10% of capital budgets into AI in the coming year; 400 CEOs were surveyed.
| Figure | Value | Note | Claim |
|---|---|---|---|
| Expect to adjust jobs and teams for human-AI collaboration | 86% of CEOs | in the next two to five years | 10 |
| Capital budget put into AI, coming year, at least | 10% of budget | planned by about two-thirds of CEOs | 12 |
| CEOs of major US-based companies surveyed | 400 CEOs | KPMG US survey | 1 |
What happened
- About two-thirds of the CEOs plan to put at least 10% of capital budgets into AI in the coming year, and more than eight in 10 call it a top investment priority for three years.
- Some 86% expect to adjust jobs, career paths and team structures within two to five years to account for human-AI collaboration.
- Three-quarters said integrating AI systems has made them reassess the skills required for entry-level roles.
- Some seven in 10 named a lack of reliable AI access and advancement as the biggest disruption risk over the next three years.
Why it matters
- decision Each company with an AI budget has to decide how much of it pays for process, data and engineering work, since Walsh treats that work as separate from using the tools.
- constraint Agent output that needs human review limits how much work can leave the payroll, so savings plans built on cutting staff depend on how much review each task needs.
- contradiction The nine-in-10 hiring outlook sits against CEOs who have said AI will let them get by with fewer workers, and the survey records three-year expectations, not hires made.
KPMG's numbers put a wide gap between a gain and a transformation. About four in 10 of the 400 CEOs said agents had produced significant improvements in efficiency or growth, and a similar share reported moderate effects in targeted uses [2]. Four in 10 of 400 is roughly 160 executives [17]. The 9% who called agents transformational today is 36 [18]. Walsh, CEO and chair of KPMG US, told Business Insider there is a gap between using AI and the tricky work of overhauling how a company operates [4]. "It's not plug and play," he said [5].
Walsh described the overhaul in specific terms. "Most businesses have been around for decades, and many processes haven't been updated for decades," he said [14]. To rework around AI, he said, companies often must update those processes, get their data into usable form and bring in engineers to automate workflows [13].
That list bears on the hiring figure. KPMG US itself needs to hire more engineers and data scientists, Walsh said [15]. Review is a second source of labor. "I need the humans to review this stuff," he said. "We can't just rely on these agents. They're not always right." [16] In our view, part of the nine in 10 planning to add headcount [7] is the engineers and reviewers the redesign requires, so payroll would rise before any task leaves it. The survey as reported does not break the hiring plans down by role.
A skeptic would say a low transformational share is simply what a young technology looks like, with no need for a redesign story. That may be right. Walsh expects the share of leaders reporting transformation to rise over the next six to 12 months [6], and a rise would fit either explanation.
Budgets set this quarter decide where a company stands when that window closes. On Walsh's account, using AI and overhauling operations are separate jobs [4]. A budget that pays for the first and not the second should not expect to land among the 9%.
What to watch
- Whether KPMG's next reading of the transformational share moves above 9% inside the six to 12 months Walsh gave.
- Whether the nine in 10 hiring expectations show up as actual hires, and whether they are engineers and data scientists or other roles.
- Whether the three-quarters reassessing entry-level skills change hiring criteria, with KPMG's human-centric audit-intern pilot as the one concrete example.
Clarity's read
What the record supports and how the coverage leans. The claims behind it follow.
Reality
- Evidence50
- Adoption40
- Hype gap+10
- Incentives50
- Confidence60
Claim ledger
Ranked by verification strength, evidence, and original report placement.
- [1]
KPMG US released a survey of 400 CEOs of major US-based companies.
- [2]
About four in 10 CEOs said AI agents had delivered significant improvements in efficiency or growth, while a similar share reported moderate effects in targeted uses.
- [3]
Only 9% of CEOs described AI agents as 'transformational' for their organizations today.
- [4]
Tim Walsh, CEO and chair of KPMG US, told Business Insider there is a gap between using AI and the tricky work of overhauling how a company operates.
- [5]
Walsh said: "It's not plug and play."
- [6]
Walsh said he expected the share of leaders reporting that agents are transforming their businesses to rise over the next six to 12 months.
- [7]
About nine out of 10 CEOs said they expected to increase head count over the next three years.
- [8]
Various CEOs have said AI will allow them to get by with fewer workers, while others have said the technology will mean they need more people in areas like software engineering.
- [9]
Three-quarters of CEOs said the integration of AI systems had made them reassess the skills required for entry-level roles.
- [10]
86% of CEOs said that in the next two to five years they expected to adjust jobs, career paths and team structures to account for 'human-AI collaboration'.
- [11]
Some seven in 10 leaders said the biggest risk of business disruption over the next three years stemmed from 'a lack of reliable AI access and advancement'.
- [12]
More than eight in 10 CEOs said AI is a top investment priority for the next three years, and about two-thirds said they would allocate at least 10% of their capital budgets to AI in the coming year.
- [13]
Walsh said that to rework how they operate around AI, companies often must update their business processes, ensure their data is in usable form, and bring in engineers to automate workflows.
- [14]
Walsh said: "Most businesses have been around for decades, and many processes haven't been updated for decades."
- [15]
Walsh said KPMG US needs to hire more engineers and data scientists.
- [16]
Walsh said: "I need the humans to review this stuff. We can't just rely on these agents. They're not always right."
- [17]
Four in 10 of 400 CEOs is roughly 160 CEOs reporting significant gains.
- [18]
9% of 400 CEOs is 36 CEOs calling AI agents transformational.
Get this ledger inside ChatGPT. Ask about any of our stories and the answer brings its figure, each claim’s verdict and the sources. Free, no account.
Sources
1 independent publisher whose own reporting we read for this story.
- businessinsider.comCEOs say they're getting gains from AI agents. A true transformation is harder.
1 article · October 15, 2026
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