Report: 83% of organizations need to upgrade their infrastructure to support agentic AI

83% of organizations need to upgrade their infrastructure to support agentic AI, which requires fluid compute and centralized governance to handle complex tasks and scale. This is due to the 'inference tax' caused by data egress fees, storage bloat, and idle specialized hardware. To address this, organizations need to rethink their infrastructure to support production-grade agentic AI. This includes using compute accelerators, low-latency inference, and general-purpose compute for heavy training, low-latency inference, and orchestration. Centralized governance is also necessary to manage agent sprawl.