1:1 mentoring with Big Tech AI engineers
Back
Applied · AI System Designsenior

Conversational Analytics (Text-to-SQL)

Loading drawing tools…

// brief

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

  • 01Schema linking/retrieval at scale (retrieve relevant tables, not all)
  • 02SQL validation: dry-run, cost estimate, column existence
  • 03Read-only execution with row limits and cost caps
  • 04Row/column-level permissions enforced
  • 05Self-correction loop on SQL errors; show the SQL for trust

AI Review

0/5

Review me as:

Draw your design on the canvas before submitting.

Build your design, then submit for an AI-powered review with dimension scores, strengths, gaps, and actionable suggestions.



Comments (0)

Sign in to leave a comment

Loading comments...