The AI compute gap: Enterprises are buying infrastructure faster than they can measure what it costs

A study of over 100 large organizations reveals that enterprise spending on AI infrastructure is currently outpacing the ability to track or manage associated costs. While most companies currently rely on standard cloud providers and model APIs, many are shifting their budgets toward specialized hardware that remains unfamiliar to their existing financial operations teams. This trend highlights a growing disconnect between rapid AI investment and the internal fiscal controls necessary to monitor efficiency and operational expenditures.