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AI Chat & Insights

Chat is the front door for most teams: a question in English, an answer grounded in a dataset they already uploaded or piped in through ETL.

Chat binds to a source, applies PromptGuard, and can pull insights, descriptive stats, and narrative summaries without a separate BI project.

Insights mode is for “what should I look at?” rather than a single KPI lookup, useful in weekly reviews and new-dataset onboarding.

What this does for the business

  • Let non-SQL stakeholders interrogate a dataset without a ticket to analytics.
  • Surface anomalies and drivers before someone builds a dashboard.
  • Hand the same source to LangGraph or an ETL job when the question gets heavier.

API

POST /api/ai/chat POST /api/ai/insights

Full reference: api.dsnresearch.com/docs

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