BatchDAG: LLM-Planned Execution Graphs for Scalable Ad-Hoc Analysis Over Enterprise Data

BatchDAG, by using directed execution graphs generated by a large language model, automates comprehensive cross-entity analyses over enterprise-scale datasets, eliminates the need for manual workflow development, and delivers high-quality, verifiable results while reducing costly LLM calls by up to 47%.