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DataAgent

4 articles · Page 1 of 1
DataFunSummit
DataFunSummit
Aug 1, 2026 · Artificial Intelligence

How Tongcheng Travel’s DataAgent Turns Analysis and Marketing into AI‑Driven Workflows

Facing exploding data volumes and complex business scenarios, Tongcheng Travel’s DataAgent evolved from a traditional BI system to a multi‑agent AI platform, replacing manual SQL queries with NL2DSL and automating marketing tasks, ultimately delivering a 35% conversion lift, 60% higher autonomous operation, and significant cost reductions.

AIData AnalyticsDataAgent
0 likes · 14 min read
How Tongcheng Travel’s DataAgent Turns Analysis and Marketing into AI‑Driven Workflows
DataFunTalk
DataFunTalk
Jun 5, 2026 · Artificial Intelligence

How Xiaomi’s DataAgent Harness Secured Third Place in the Global Text‑to‑SQL BIRD Benchmark

It discusses Xiaomi DataAgent's third‑place ranking on the global BIRD Text‑to‑SQL benchmark, analyzes challenges such as model hallucination, lack of business knowledge, and complex multi‑table joins, and explains how a semantic harness addresses these problems to enable reliable enterprise data querying.

BIRD benchmarkDataAgentEnterprise AI
0 likes · 13 min read
How Xiaomi’s DataAgent Harness Secured Third Place in the Global Text‑to‑SQL BIRD Benchmark
Alibaba Cloud Developer
Alibaba Cloud Developer
Jan 14, 2026 · Artificial Intelligence

How DataAgent Turns AI into a Virtual Data Analyst for Enterprise Insights

DataAgent, built on Spring AI Alibaba, tackles the "last mile" of AI data analysis by combining deterministic workflow orchestration with large‑model reasoning, offering human‑in‑the‑loop feedback, dynamic prompt configuration, hybrid retrieval, containerized Python execution, streaming SSE, multi‑model scheduling, multi‑source connectivity, and secure API‑key management to deliver instant, insight‑rich reports for business users.

AIAnalyticsDataAgent
0 likes · 11 min read
How DataAgent Turns AI into a Virtual Data Analyst for Enterprise Insights