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Enterprises are spreading their budget shifts across more categories, trimming HR, Security and CRM budgets in favor of Collaboration & Productivity. In contrast, SMBs are concentrating almost all reallocated budgets into a single category: AI.
It's worth noting that a shrinking share doesn't necessarily mean a shrinking budget: with software cost inflation running at 14.2%, categories like Security and CRM may still be seeing flat or even higher absolute spend, even as their share of the total software budget declines.
As AI tools account for an increasing portion of software budgets, finance, procurement and IT leaders need visibility into where the rest of their spend is going in order to fund that shift without overspending elsewhere. SaaS spend management software gives teams a consolidated view of contracts, renewals and usage across the entire tech stack, making it easier to identify where budget can be reallocated.
AI software spend is more difficult to forecast because most AI tools use consumption-based pricing, where costs scale with usage rather than fixed subscription fees. While this pricing model is becoming more common across software, it's already the standard for AI.
Vertice's research on monthly budget variance found that spending on consumption-based software can fluctuate by as much as 37.6% month over month, making traditional annual budgeting far less reliable. As AI adoption grows, these unpredictable usage patterns can quickly lead to budget overruns if left unchecked.
Purpose-built AI cost optimization platforms help finance and IT teams monitor AI usage in near real time, identify unusual spending patterns, and control variable AI costs before they exceed quarterly budgets. Broader SaaS spend management platforms complement these tools by providing visibility and control across the rest of the software portfolio.
As AI's share of software budgets shifts rapidly – among SMBs, it increased by 183% in a single quarter – annual budgeting cycles are becoming less effective. Finance and procurement teams should review forecasts and reallocate software budgets more frequently to keep pace with changing priorities and spending patterns.
Budget management tools like Vertice make this process easier by providing a centralized view of software spend, enabling teams to adjust allocations as AI investment grows while maintaining visibility and control across the broader software portfolio.


