4 Pain Points for Enterprise AI: Breaking Data Silos and End-to-End Automation

sujingshen · x · 2026-08-07

The author argues that for AI to truly enter millions of enterprises, four core pain points must be addressed:

Data Silos: App-level data silos must be broken down (which is why Doubao is making its own phone).
Infrastructure & Traceability: With uneven internal informatization, end-to-end automated traceability and optimization of data are needed.
Process Standardization: Converting massive amounts of non-standard business processes into standard ones.
Knowledge Base Integration: Connecting enterprise knowledge bases with information processing workflows for complete automation.

The author believes that fully accomplishing these four points will put a company ahead of 99% of global tech companies.

More from Companies & People