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Building a Trustworthy Semantic Layer for Natural Language Analytics

This story is from 2026-08-31. It is preserved in the archive; the latest stories are on the live feed.

Natural language analytics looks simple from the outside: User asks a question. The system generates SQL. The database returns an answer. In real enterprise environments, this breaks quickly. The reason is not just SQL generation. The reason is semantic ambiguity. When a user asks: Show sales by pr…

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  1. 2026-08-31 22:10 · DEV Community — AI
    Building a Trustworthy Semantic Layer for Natural Language Analytics

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