Why Agentic AI Demands a New Infrastructure Paradigm
The infrastructure requirements for agentic AI systems are fundamentally different from traditional machine learning workloads. While LLMs primarily need GPU and fast storage, AI agents require real-time orchestration, permission-aware data access, zero standing privileges and semantic understanding of enterprise information architectures. The Three Pillars of Agentic Infrastructure 1. Retrieval-Augmented Generation (RAG) at Scale Traditional databases…