The Future of AI Is Distributed: Why Vectors Belong at the Edge

Centralized GPU farms are not enough. FlexVertex enables vector-native AI to run consistently at the edge — on lightweight, embedded devices with full support for search, inheritance, hybrid queries, and governance. Whether in defense, healthcare, or industrial IoT, this approach ensures low-latency reasoning, privacy, and bandwidth savings without sacrificing functionality. The future of AI is distributed, and the edge must be as intelligent as the core.