83% of firms need infrastructure upgrades for agentic AI

Google surveyed over 1,400 senior IT leaders and found that 83% of organizations require infrastructure upgrades to leverage production-grade agentic AI. 62% reported significant inference tax from data egress fees, storage bloat, and idle hardware, while 82% cited hidden operational complexity costs from scaling AI.