Businesses are fundamentally rethinking their software budgets, as artificial intelligence has rapidly become a primary, non-negotiable expense.
This shift is happening because spending on AI is exploding at a pace that far outstrips typical IT budget growth. For instance, Gartner recently forecasted that corporate AI spending will reach a staggering $2.6 trillion in 2026, a 47% increase from the previous year. With overall IT budgets growing more slowly, this massive new expense has to be funded from somewhere, creating a zero-sum game within many software portfolios.
The pressure is intensified by two key factors: market concentration and a shift in pricing models. First, a few major AI providers, most notably Anthropic, are capturing the lion's share of new enterprise spending. Recent data shows Anthropic has even surpassed OpenAI in workplace adoption. Second, these vendors are moving away from predictable flat-fee subscriptions to usage-based billing. This means costs scale directly with consumption, which can cause bills to double or triple for heavy users and makes budgeting much more difficult.
Underpinning this is the immense cost of the infrastructure required to run these powerful AI models. Tech giants like Google and Microsoft are investing hundreds of billions of dollars in capital expenditures (capex) for servers and chips. To justify this spending, they must ensure customers are paying for their actual consumption. This supply-side reality locks in the usage-based pricing model, passing the high costs of AI development and operation directly to enterprise customers.
In essence, the rapid adoption of AI has created a budgetary squeeze. The combination of soaring demand, concentrated vendor power, unpredictable usage-based costs, and high infrastructure investment is forcing CFOs to prioritize AI. As a result, they are trimming other software licenses, delaying renewals, and consolidating vendors to free up the necessary funds.
- Usage-based billing: A pricing model where customers pay based on how much of a service they use, rather than a flat monthly or annual fee.
- Capex (Capital Expenditure): Funds used by a company to acquire, upgrade, and maintain long-term physical assets such as servers, data centers, and equipment.
- ARR (Annual Recurring Revenue): A metric used by subscription businesses to show the value of the recurring revenue a company expects to receive from its customers in a year.