Source: SiliconANGLE
As AI agents move from single-task models to autonomous systems that need persistent memory and state management across multiple steps, data infrastructure companies are repositioning storage from a commodity layer to a strategic capability. Vendors like NetApp, Pure Storage, and cloud providers now compete on retrieval speed, metadata management, and vector database integration rather than raw capacity. The shift advantages storage vendors with AI-native designs and disadvantages those still selling undifferentiated capacity, while enterprises face a new infrastructure procurement cycle earlier than anticipated.