AI RESEARCH
Towards Autonomous Business Intelligence via Data-to-Insight Discovery Agent
arXiv CS.AI
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ArXi:2605.07202v1 Announce Type: new Transforming fragmented enterprise data into actionable insights remains a significant challenge for LLMs, constrained by complex database schemas, limitations in dynamic SQL generation, and the need for deep multi-dimensional analysis. In this paper, we propose AIDA(Autonomous Insight Discovery Agent), the first end-to-end framework designed for autonomous exploration in complex business environments. We establish a highly flexible instant retail environment encompassing 200+ metrics and 100+ dimensions, and integrates a.