AI Infrastructure Idle Time The GPU Capacity Trap: How Enterprises Waste Millions on AI Compute 05. August, 2026 - 05:06 Many companies lease dedicated GPU instances for their own AI models. Poor pipeline readiness is driving massive costs as expensive compute capacity sits idle.