autonomous data agents 1enterprise analytics 1semantic grounding 1skill repositories 1traceability 1workflow automation 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.AI2026
QwenPaw-Data: Bridging Facts, Methodology, and Execution for Autonomous Enterprise Data Analytics
Tianjing Zeng, Yuntao Hong, Zhongjun Ding +17
The paper presents QwenPaw-Data, an autonomous agent system that turns natural‑language requests into end‑to‑end enterprise data analysis workflows by integrating semantic groundin…
cs.DB2026
Learned Query Optimizer in Alibaba MaxCompute: Challenges, Analysis, and Solutions
Lianggui Weng, Dandan Liu, Wenzhuang Zhu +5
Existing learned query optimizers remain ill-suited to modern distributed, multi-tenant data warehouses due to idealized modeling assumptions and design choices. Using Alibaba's Ma…
cs.DB2025
BridgeScope: A Universal Toolkit for Bridging Large Language Models and Databases
Lianggui Weng, Dandan Liu, Rong Zhu +2
As large language models (LLMs) demonstrate increasingly powerful reasoning and orchestration capabilities, LLM-based agents are rapidly proliferating for complex data-related task…