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Applied · AI System Designsenior

Conversational Analytics (Text-to-SQL)

Conversational Analytics (Text-to-SQL)

Let non-technical users ask questions in plain English and get correct answers from a data warehouse with thousands of tables.

Key Requirements

  • •Schema linking/retrieval at scale (retrieve relevant tables, not all)
  • •SQL validation: dry-run, cost estimate, column existence
  • •Read-only execution with row limits and cost caps
  • •Row/column-level permissions enforced
  • •Self-correction loop on SQL errors; show the SQL for trust

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