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Anupreet Walia

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Preprint Apr 2026

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

BatchDAG is a general-purpose orchestration layer that replaces multiple hand-engineered workflows with a single system that generates the appropriate execution strategy from natural language, and is not primarily an accuracy improvement over hand-optimized pipelines.

Anupreet Walia · 0 citations