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Semantic View

2 articles · Page 1 of 1
StarRocks
StarRocks
Sep 2, 2026 · Databases

Why AI-Generated SQL Isn't Enough: Semantic Views Bridge the Business Logic Gap

This article explains why syntactically correct AI-generated SQL often fails to reflect business logic, introduces StarRocks' Semantic View as an executable 'information contract' that defines metrics, relationships, and synonyms, and demonstrates with a fishing gear example how it enables deterministic SQL expansion for both AI agents and BI tools.

AI-generated SQLInformation ContractQuery Expansion
0 likes · 15 min read
Why AI-Generated SQL Isn't Enough: Semantic Views Bridge the Business Logic Gap
DataFunTalk
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.

AI Native Data PlatformData AgentEnterprise AI
0 likes · 8 min read
How to Overcome Metric Definitions, Real‑Time Data, Knowledge, and Permission Challenges in Enterprise Data Agents