Why it matters

Data agents democratize analytics. Understanding shapes ops.

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The architecture

Interpret question.

Generate SQL/query.

Execute (read-only).

Format results + narrative.

Data agent flowQuestionnatural languageGenerate SQLtext-to-SQLExecute + narrateread-onlyRead-only DB user; row-level security; PII handling in outputs
Data agent.
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How it works end to end

Text-to-SQL LLMs.

Read-only DB user.

Row-level security.

PII filtering in outputs.