FinOps is expanding beyond cloud-cost management into broader technology value management, and AI is now part of both sides of that shift: teams are managing AI spend, while also prioritizing the skills and methods needed to evaluate AI’s value. In the FinOps Foundation’s sixth annual State of FinOps survey, 98% of 1,192 respondents said they managed AI spend, up from 31% two years earlier. Those findings describe survey respondents—not every organization—and point to priorities rather than proof that AI returns are already being measured well.
What is the State of FinOps in 2026?
The FinOps Foundation’s 2026 findings describe a practice whose remit is widening. The Foundation says its mission has shifted from managing the value of cloud to managing the value of technology, as practitioners work across more categories and influence investment decisions earlier. Its executive director, J.R. Storment, said FinOps had “definitively expanded to a broad array of technology value management.” (FinOps Foundation: mission update; 2026 survey announcement)
In the Foundation’s 2026 survey, respondents reported managing a range of technology costs beyond public cloud:
| Category | Respondents managing it |
|---|---|
| AI spend | 98% |
| SaaS | 90% |
| Licensing | 64% |
| Private cloud | 57% |
| Data centers | 48% |
| Labor costs natively within FinOps | 28% |
These figures are from the FinOps Foundation’s State of FinOps 2026 survey; they measure what respondents said their practices managed, not the share of all companies doing so. The announcement says 28% managed or planned to manage labor costs, so that figure should not be read as 28% already doing it. The Foundation announced 1,192 respondents and more than $83 billion in annual cloud spend represented by their companies; that aggregate is not a measure of total market-wide spending. The available announcement does not provide full sampling or weighting details, so the results should not be treated as a representative census.
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How are AI value and skills changing FinOps?
AI appears in the survey as an immediate cost-management concern and a forward-looking value question. The Foundation reported that 98% of respondents managed AI spend in 2026, compared with 31% two years earlier. It also identified FinOps for AI as a top future priority and AI value management as the leading skillset respondents wanted to add.
Those priorities do not establish that organizations have mature AI cost allocation, dependable ROI measurement, or proven business returns. They show that practitioners are trying to build the capabilities to connect AI spending with outcomes. For a team, that means treating spend visibility and value evaluation as related but distinct tasks: understanding where costs arise is not the same as establishing what business benefit those costs produced.
Why does FinOps want to influence decisions before deployment?
The operating shift is often described as “shift left”: bringing financial context into engineering and architecture choices before a service is deployed or a commitment is made. The Foundation says practitioners increasingly influence investment choices earlier, and its survey announcement identifies pre-deployment architecture guidance as a leading desired tooling capability.
That timing matters because architecture decisions can constrain later cost and placement options. FinOps input before deployment can help teams examine expected spend and trade-offs while choices are still open, rather than relying only on reports after costs have accrued. The survey identifies this as a desired capability; it does not show that every team has implemented it or quantify resulting savings.
What does executive engagement change?
FinOps may have more opportunity to affect investment choices when it has access to senior decision-makers. The Foundation reported that 78% of teams in its 2026 survey reported to a CTO or CIO. It also found higher reported influence over technology selection among teams with VP, SVP, EVP, or C-suite engagement:
| Decision area | With senior executive engagement | Without that engagement |
|---|---|---|
| Cloud service selection | 53% | 24% |
| Provider selection | 47% | 16% |
| Cloud-versus-data-center placement | 28% | 12% |
These are paired survey findings, not evidence that executive engagement alone caused the difference. They nonetheless illustrate why reporting lines and relationships can matter: a team that participates in leadership discussions may be better positioned to contribute cost and value context while options are being selected.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.How does FOCUS fit into a broader technology scope?
FOCUS, the FinOps Open Cost and Usage Specification, is intended to make cost and usage data more consistent across providers and technology categories. More consistent data can make it easier to compare spend and build a common view when a FinOps practice extends beyond one cloud environment.
Among respondents managing $100 million or more in spend, approximately 68% said they were using or experimenting with FOCUS-formatted data, and another 18% said they planned to. These are figures for that higher-spend subgroup in the Foundation’s 2026 survey, not all respondents. (FinOps Foundation survey announcement)
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What the findings mean for a FinOps team
The survey’s direction is toward managing technology value across a wider estate, not simply reporting cloud bills. Teams assessing their next steps can use that shift to ask practical questions:
- Scope: Which costs beyond cloud—such as SaaS, licensing, private cloud, or data centers—need a shared view?
- AI: Can the team identify AI spend, and what additional evidence would be needed to evaluate its business value?
- Timing: Are finance and FinOps perspectives available during architecture and service-selection decisions, before deployment?
- Influence: Does the team have relationships with leaders who shape provider, service, and placement choices?
- Data: Are cost and usage records consistent enough across sources to support comparisons, including through FOCUS where relevant?
The Foundation lists its official resources at finops.org.
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