Enterprise AI Needs Real-Time Data. The Industry Is Finally Catching Up.
Jun 22, 2026

Summary
This post argues that enterprise AI's effectiveness is directly tied to the real-time nature of its data. It critiques the industry's past focus on models alone, emphasizing that stale or fragmented data renders AI intelligence ineffective, especially when AI systems are designed to take actions. The post highlights that SingleStore's architecture is built to address this by providing a data engine capable of delivering live, relevant, and high-performance context to AI systems in real-time, contrasting this with systems that rely on delayed data pipelines.