83% of Organizations Say Their Infrastructure Can’t Handle Agentic AI. The Hidden Cost Is the ‘Inference Tax.’
Google Cloud’s 2026 AI Infrastructure report reveals 83% of organizations need upgrades for agentic AI. As inference surpasses training as the dominant workload, a hidden “inference tax” — data egress fees, storage bloat, idle hardware — is becoming the defining cost challenge for enterprise AI.