Su San Talks Tech

Oct 20, 2026 · Artificial Intelligence

From Data Access to AI Trust: The Missing Layer for Enterprise Agents

The article analyzes a Quantum Bit report on enterprise AI agent adoption, highlighting that data inconsistency and semantic gaps cause agent failures, and shows how NetEase Shufan's data platform provides trusted context, enabling Hengfeng Bank's T+1 performance insights and Sanhua's 10-minute budget analysis.