AI Illustrated Series
Jul 1, 2026 · Artificial Intelligence
How Would You Architect a Data Analysis Agent? Interview Guide
The article outlines a four‑layer architecture for a data analysis agent—intent recognition, data acquisition via NL2SQL, analysis execution, and result presentation—while detailing practical methods to boost NL2SQL accuracy and illustrating real‑world e‑commerce, operations, and finance use cases.
Agent designData AnalysisNL2SQL
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