Enterprise AI is hitting a cost reality check as companies rein in token usage, push for cheaper models, and question how much they are willing to spend on premium providers like OpenAI and Anthropic. That puts cost-optimization software in the spotlight, as boards and finance teams look for clearer views on IT and AI spend, stronger controls, and better value from existing contracts. This article looks at 3 stocks from an Enterprise Cost-Optimization Software Providers screener that appear positively exposed to that shift, helping you assess where disciplined cost control tools might fit, or not fit, in a portfolio.

Gartner (IT)

Overview: Gartner is a global research and advisory company that helps senior executives make business and technology decisions through subscription research, expert access, conferences, and consulting services focused on areas such as IT cost optimization, digital transformation, and sourcing.

Operations: Gartner generates most of its US$6.5b revenue from Insights subscriptions at about US$5.1b, with smaller contributions from Conferences at roughly US$650m, Consulting at about US$532m, and Other at around US$181m. Geographically, the United States and Canada contribute about US$4.0b, EMEA about US$1.7b, and Other International roughly US$780m.

Market Cap: US$8.7b

Gartner is at the center of the AI cost conversation, advising CIOs and CFOs who are capping AI spend, demanding clearer ROI, and looking for help to tune model choice, contracts, and usage. That advisory role is supported by a large recurring Insights business and tools like AskGartner. Recent earnings updates reference contract value trends and higher guidance, while some investors point to softer subscription growth and concentrated exposure to large enterprise budgets. Analysts have highlighted that the stock is trading below some estimates of fair value and see room for price upside. Gartner presents a mix of AI-related demand, high margins, and debt-related risk that may warrant closer review for investors focused on disciplined enterprise cost control.

Gartner’s recurring Insights engine and AI advisory work could be masking where the real tension lies between growth expectations, margins, and debt. Get the full context in the 3 key rewards and 2 important warning signs

Sage Group (LSE:SGE)

Overview: Sage Group is a UK based software company that provides cloud based accounting, payroll, HR and financial management tools like Sage Intacct and Sage Accounting to small and mid sized businesses across North America, Europe, the UK and other international markets.

Operations: Sage Group generates about £1.2b of revenue from North America and £682m from Europe, with a £766m segment adjustment applied across its reporting structure.

Market Cap: £7.1b

Investors looking at the cost pressure on premium AI providers may find Sage Group interesting because it already sits inside customers’ finance and HR workflows, helping them track expenses, cash flow and budgets while layering in its own domain specific AI agents such as Sage Copilot. The company is integrating AI across Intacct, X3 and HCM, has alliances with Amazon Web Services and continues to return cash via dividends and sizeable buybacks. It is also trading on an earnings multiple below the broader European software sector. On the other hand, there are clear risks including high debt, insider selling and questions around how quickly Sage can turn AI usage into durable revenue, which makes the current setup worth a closer look rather than a simple yes or no.

Sage Group sits where AI hype meets real finance workflows, with dividends, buybacks and a lower earnings multiple raising fresh questions about risk versus reward. See what the 6 key rewards and 2 important warning signs might be missing next

Coupa Software (COUP)

Overview: Coupa Software provides a cloud based business spend management platform that helps companies control procurement, invoices, expenses, payments and supplier risk, so finance and IT teams can see where money is going and aim to reduce waste across their operations.

Market Cap: US$6.1b

Coupa Software sits directly in the flow of enterprise purchasing, which puts it at the center of the current push to rein in AI and IT costs while still getting value from premium providers. Its platform and new AI tools like Coupa Compose and the Business Spend Index tap into real transaction data to help customers curb runaway spend, but investors still face meaningful trade offs, including ongoing losses, a high P/S multiple and reliance on external borrowing. With partnerships such as Celonis and Trustpair, plus forecasts for strong revenue growth but no near term profitability, the key consideration is whether Coupa’s spend intelligence and AI agents justify that risk profile for cost conscious portfolios focused on enterprise efficiency.

Coupa Software’s spend engine and AI agents could be reshaping how enterprises police every invoice and contract. Yet the real story sits inside the 2 key rewards and 1 important warning sign

The three stocks covered here are only a starting point, as the full Enterprise Cost-Optimization Software Providers screener on Simply Wall St surfaced 13 more companies with equally compelling stories around spend analytics, IT cost control and operational discipline that you have not seen yet in this article. To go further, use the Enterprise Cost-Optimization Software Providers screener to identify and analyze the specific catalysts and narratives that matter most to you so you can focus on the highest conviction ideas in this theme.

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This article by Simply Wall St is general in nature. We provide commentary based on historical data and analyst forecasts only using an unbiased methodology and our articles are not intended to be financial advice. It does not constitute a recommendation to buy or sell any stock, and does not take account of your objectives, or your financial situation. We aim to bring you long-term focused analysis driven by fundamental data. Note that our analysis may not factor in the latest price-sensitive company announcements or qualitative material. Simply Wall St has no position in any stocks mentioned.