Leadership1 distinct publisher3 min readUpdated
The firm is standing up an AI Value Realization Office that takes AI money out of departmental budgets, on the argument that functional funding is what strands most of the value.
The Board Room · Leadership desk

Compiled by The Board RoomSomething wrong?How this is made
EY is creating a new corporate function, the AI Value Realization Office, to centralize the firm's AI spending and establish whether the technology is producing measurable impact [1]. Dan Diasio, EY's global consulting AI leader, told Business Insider the office should be fully operational within a couple of months [2]. The interesting part is not the name but the mechanism: this is a budget move dressed as a governance move, and budget moves have consequences that pilots do not.
The office's remit, per Diasio, is to govern AI spending, drive returns, monitor usage, decide which initiatives get scaled, and oversee how AI reshapes jobs [3]. His argument for pulling that authority out of the functions is structural. Corporate budgets are usually allocated along departmental lines, while AI spending and its payoff cut across IT, finance, sales, HR, and operations [4]. "If you fund by department, you end up addressing a bunch of use cases inside of each of the functions. And what that often means is that you're leaving a lot of value on the table," he said [5].
The number underwriting that claim is EY's own. Diasio cited EY-Parthenon research finding that 75% of the potential enterprise value from AI comes from horizontal value streams spanning multiple functions, against 25% from projects contained within a single function [6] - a three-to-one split [7]. Readers should note the source: the research belongs to the firm selling the reorganization, and the underlying methodology is not disclosed in the reporting.
The design also concentrates power in a way worth naming. The same office that decides where funding flows [8] will assess whether initiatives are changing business performance rather than running a dollar-for-dollar calculation [9], and will decide which ones scale [3]. A body that allocates the money and grades the outcome is a familiar governance problem, whatever the technology.
The precedent EY reaches for is real enough. Modern HR departments took shape in the Great Depression as firms looked for systematic ways to hire and fire [10], and treasury functions emerged in the 1970s when floating exchange rates turned currency movements into a material risk [11]. Both were responses to a cost or risk that no existing department owned [12].
The cost pressure here is documented. EY said in 2023 that $1.4 billion went toward building the foundation of its EY.ai platform [13], and changes to AI providers' pricing models have pushed professional services firms to use the technology efficiently [14]. EY has an "invisible" router behind some of its specialized tools that steers employees to the best model for a task, which it credits with cutting token consumption by 60% since April alongside other governance measures [15]. That is a cost result, not a value result, and it is the easier of the two to prove.
Clients are feeling the same bill. In EY's US AI Pulse survey released in July and fielded in April and May, 98% of 534 senior decision-makers said token spending had made them reconsider their approach [16]. So far, according to Diasio, companies have funded AI mostly by tightening budgets across the board and reallocating [17], and most clients are not yet setting up dedicated AI offices [18], though he expects the role to become a function over time [19].
Watch three things: whether EY publishes what the office defunded, not just what it approved; whether the 60% token reduction holds as usage grows; and whether clients buy the structure, given that EY pitches itself as "client zero" and then sells the advice [20].
Follow any of these and your For You feed starts watching them — no settings page required.
Ranked by verification strength, evidence, and original report placement.
EY is setting up a new function called the "AI Value Realization Office" to centralize its AI spending and ensure the technology delivers measurable impact.
Dan Diasio, EY's global consulting AI leader, told Business Insider the firm expects the office to be fully operational within a couple of months.
The office's job is to govern AI spending, drive returns, monitor usage, decide which AI initiatives to scale, and oversee how AI reshapes jobs.
Most companies allocate corporate budgets along departmental lines, but AI spending and its potential payoff can cut across IT, finance, sales, HR, and operations, according to Diasio.
Diasio said: "If you fund by department, you end up addressing a bunch of use cases inside of each of the functions. And what that often means is that you're leaving a lot of value on the table."
Diasio said the office "will help make sure that funding flows where the biggest opportunities are."
Evidence-backed comparisons of source perspectives and observed adoption signals. Read the methodology
Which Builder, Operator, and Investor concerns the observed source mix emphasized—not a truth score.
Evidence, demonstrated adoption, hype gap, incentives, and confidence are assessed independently, each on its own current evidence. How these are measured.
Single-source, mostly self-reported
The core fact — EY creating the office and its mandate — is well attributed to a named executive on the record, and the survey has a stated sample and field window. Everything that would make the story consequential is EY's own unaudited number: the 75/25 horizontal-value split from EY-Parthenon with no published methodology, the 60% token reduction with no baseline and bundled with unspecified other measures, and a $1.4B platform figure with no breakdown. One publisher, no independent or adversarial voice, and no disclosed office budget, headcount, or success metrics.
One firm, office not yet live
Adoption is real but narrow and early. A routing layer has actually been in production since April with a reported 60% token reduction, and prior platform spend is disclosed, which is more than an announcement. But the office itself is not operational yet, no metrics or staffing are attached, and the source concedes most EY clients are not setting up dedicated AI offices — so there is no evidence of diffusion beyond the firm.
Framing runs ahead of the evidence
The story is framed as the birth of a corporate function on the order of HR or treasury, and as the answer to the AI-ROI question, while the underlying facts are one firm's not-yet-operational office, one unverified efficiency percentage, one unpublished internal study, and an explicit admission that clients are not doing this. The overstatement is in the framing and the unaudited numbers rather than in fabricated facts, and the article does report the limiting counterpoint, which keeps the gap moderate rather than severe.
Vendor is also the case study
Every quantified claim comes from a party that sells the remedy. The article states outright that the Big Four pitch themselves as 'client zero,' testing AI internally so they can show clients what works and sell advice on doing the same, so publicizing an AI Value Realization Office is directly commercial. The supporting 75/25 statistic comes from EY-Parthenon and the 98% cost-pressure statistic from EY's own US AI Pulse survey, both of which point clients toward EY's cross-functional advisory work, against a backdrop of $1.4B in platform investment that needs justification and vendor pricing pressure on margins.
Facts solid, significance unproven
High confidence that EY said and is doing what is reported: a named executive, direct quotes, specific mandate, and one dated production deployment. Low confidence in the numbers and in the claim's wider significance, because a single publisher relays a single interested source, no figure is independently checkable, the office is prospective, and the source itself reports that clients have not adopted the model.
build
EY turns AI cost control into a standing office, and claims 60% fewer tokens for it1 distinct publisher
leadership
Disney swaps raises for discounted stock and a full health-plan re-enrollment1 distinct publisher
leadership
Mamdani's tax office says the data was always public, and sent a memo instead of a witness1 distinct publisher
leadership
Robotaxis Are Taking Mid-Teens Share in Three Metros. Headcount Will Not Show It.1 distinct publisher
Distinct publishers with included, body-backed reporting in this cluster.
1 article · August 15, 2026