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cs.DB2026
From Data Querying to Data Investigations: Rethinking Natural Language Interfaces for Databases
Fabian Wenz, Zixuan Chen, Carsten Binnig
Natural language (NL) interfaces to databases have been optimized for the wrong problem. The dominant Text-to-SQL paradigm assumes that users ask questions that can be answered by…
cs.DB2026
RUBICON: Agentic AI for Messy Enterprise Data
Fabian Wenz, Felix Treutwein, Çagatay Demiralp +1
Enterprise data exists in many forms, such as tables, text, maps, e-mail, and CAD models, that are access-controlled and hidden behind bespoke interfaces. Current agentic AI system…