Operational Data Platforms Power Enterprise AI Performance

Industry analysts and vendors argue modern operational data platforms are driving the next wave of enterprise application innovation by enabling AI to operate at scale. The article highlights memory-first architectures, unified platforms, vector search, semantic caching, and automated embedding pipelines to deliver sub-millisecond to low-millisecond responses, reduce storage/server costs by 30–60%, and improve production reliability for finance, retail, and healthcare applications.