Why data readiness is the new bottleneck for enterprise AI agents

blaizedsouza · x · 2026-08-17

ThoughtWorks explores the gap in enterprise AI: while models can reason and agents can plan, data is often not ready. Structured data lacks meaning, while unstructured data lacks precision. The article advocates for a semantic layer to turn enterprise data into a foundation for agentic AI.

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