SpendHound, a subsidiary of YipitData and the #1 rated SaaS spend management platform on G2 that gives finance teams total visibility into AI and software spend, today released the AI Spend Report: 2026 Edition, a survey of 172 CFOs, finance directors, and heads of procurement paired with SpendHound’s proprietary spend data from 1,300+ mid-market and enterprise companies. Its central finding: 57% of the people responsible for buying AI are not confident they are paying a fair price for it, or do not know. One in five believe they are overpaying.
Teams Are Buying AI Without a Price Reference
Most buyers have little context for what a fair price actually looks like when it comes to growing AI spend. Pricing models are still evolving, usage can be difficult to predict, and comparable contract data is hard to come by. The result is a growing category of spend that finance teams are being asked to budget for, evaluate, and negotiate with limited points of reference.
“Two years ago, most companies didn’t have AI spend on their income statements. Today, it’s one of their fastest growing expenses,” said Tom Ruello, VP of GTM at SpendHound. “Finance leaders are being asked to forecast that spend, but most teams don’t even have visibility into their current spend, let alone their future spend. Add in constantly evolving pricing models and fast-changing usage, and teams have no real reference point for what fair pricing looks like.”
This challenge showed up clearly in the survey data:
- 57% are not confident they are paying a fair price for their AI tools, or do not know. Nineteen percent believe they are overpaying, often for tools whose ROI is still unproven: Only 51% say their AI investments are delivering measurable ROI.
- 46% came in over their AI budget in 2025. For traditional finance and accounting software the figure was 37%. This budget difference shows that consumption-based pricing is harder to model and adoption is outrunning the budget cycle.
- 81% expect general-purpose AI spend to increase in 2026, and 22% have no single owner for the AI budget. Roughly one in five organizations is spending more on AI each year without a named accountable buyer.
“Everyone said AI would simplify the tech stack. Fewer tools, leaner bills, cleaner workflows. That is not exactly what is happening yet,” said CJ Gustafson, tech CFO and founder of Mostly Metrics. “Teams are adding AI tools faster than they are removing existing software, and governance is running about six months behind experimentation. In SpendHound’s AI Spend Report, I finally see some hard numbers to support the stories I keep hearing.”
AI Is Reshaping the Software Stack
While AI is making budgets harder to forecast and manage, it’s also changing how companies are building and optimizing their stacks. For years the triggers for replacing a finance vendor were price, missing features, poor support, and contract timing. Now AI capabilities have become just as important.
- 76% are actively reconsidering their existing vendor relationships because of AI. Twenty-eight percent are very likely to replace or consolidate finance and accounting tools in the next 12 months specifically due to AI capabilities, and another 48% say they’re somewhat likely to make a change.
- Better AI-native alternatives (41%) now rival cost as a switching trigger, essentially tied with consolidating the stack (42%) and tools being too expensive or poor value (41%).
- AI isn’t replacing software so much as stacking on top of it. Only 7% say general-purpose AI decreased their traditional finance software spend, while 62% report no change and 17% say it increased. Adding AI-native tools is the biggest reason respondents expect software bills to rise (65%).
“The teams managing AI spend well aren’t the ones with the biggest budgets. They’re the ones who know what they’re spending in real-time and what their peers pay for the same tools,” said Rebecca Martins, VP of Marketing at SpendHound. “You can’t negotiate a price you can’t see, and you can’t consolidate a stack you’ve never fully inventoried. That’s why we built AI Spend Visibility: to give finance teams a clear view of usage and token spend before the invoice arrives. Pair that visibility with our real pricing benchmarks at renewal, and teams can actually control what they spend.”
Where SpendHound Fits
SpendHound gives finance, procurement, and IT teams pricing benchmarks from real contract data from 1,300+ companies, so teams can walk into an AI or SaaS renewal knowing whether the quote in front of them is fair. And with SpendHound’s free AI Spend Visibility module, businesses can track live usage and cost across OpenAI, Anthropic, Cursor, and Amazon Bedrock down to the model, API, and team level, for full visibility and control. SpendHound is used by ZoomInfo, SoFi, Datavant, and Clear.
The full report is available at www.spendhound.com/ai-spend-report
Learn more about AI spend visibility at www.spendhound.com/lp/ai-spend-visibility
About the Research
SpendHound surveyed 172 finance and procurement professionals in April 2026 through an online survey. Respondents included CFOs (47%), directors of finance, controllers and FP&A leaders (42%), and procurement leaders (11%), across software and SaaS (37%), healthcare and health tech (13%), manufacturing and industrial (10%), financial services (7%), and other industries. Findings were supplemented with SpendHound and YipitData Signals proprietary B2B spend data, powered by anonymized software transaction data from 1,300+ mid-market and enterprise companies. That data reflects real purchases rather than self-reported usage.
About SpendHound
SpendHound is the #1 rated SaaS spend management platform on G2, built for organizations that need full visibility into every AI and software purchase. Trusted by SoFi, ZoomInfo, Datavant, Clear, and more, SpendHound gives finance, IT, and procurement teams confidence in every AI and SaaS decision and helps reduce software spend by an average of 30%. Built by the team behind YipitData and backed by Carlyle (NASDAQ: CG) and Norwest. For more information, visit www.spendhound.com.
About YipitData
YipitData is a leading provider of data-driven market intelligence, trusted by more than 650 customers, including many of the world’s largest institutional investors and Fortune 100 companies. YipitData transforms trillions of real-time consumer and business spend data points into timely, granular insights on company performance and consumer behavior. Backed by over $500M in investments from Carlyle (NASDAQ: CG) and Norwest Venture Partners, YipitData’s actionable intelligence spans sectors including software, AI, e-commerce, retail, travel, and payments. For more information, visit www.yipitdata.com.
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