DataFunTalk

Jul 6, 2026 · Artificial Intelligence

How to Overcome Metric Definitions, Real‑Time Data, Knowledge, and Permission Challenges in Enterprise Data Agents

The talk presents a three‑layer architecture for enterprise Data Agents, explains how StarRocks‑based AI‑native real‑time data foundations, Semantic View, and context layers work together, and outlines practical checks and feedback loops to address metric, permission, latency, and governance bottlenecks.