DataFunSummit

Jul 5, 2026 · Big Data

DataWorks Data Agent Powers Taobao Live’s Shift from ETL to Fully Managed Data Development

The article analyzes how Taobao Live’s data team replaced traditional ETL bottlenecks with an AI‑native, three‑layer architecture built on DataWorks Data Agent, adopting NL2DSL2SQL, multi‑agent orchestration, and standardized pipelines to achieve near‑full automation and higher accuracy.