When GPUs Devour the SaaS Budget

IT budgets globally are shifting from software to GPU infrastructure, with data-centre systems growing 50% and servers 30% in 2026 while software lags in single digits. Within fixed budgets, this forces hard trade-offs: SaaS seats, observability tools, and consulting contracts are being cut to fund AI compute capacity, creating structural conflicts between line-of-business software spend and platform-team GPU commitments. If you sell SaaS to mid-market IT teams, your seat budget is now competing directly against GPU invoices, and GPU is winning. The next euro in their budget goes to compute, not software—your renewal is at risk unless you can prove you displace GPU hours or obviate the need for infrastructure hiring.