2 papers
cs.AI2026
Autoresearch for Marketplace Catalogs: From Legacy Forms to AI-Native Matching
Kartik Ravisankar, Hojat Abdolanezhad, Daniel Capo +3
Two-sided service marketplaces are moving from deterministic request-form intake to AI-native probabilistic matching, enabled by large language models (LLMs) that infer intent, pre…
cs.SE2026
Evaluating Enterprise Analytics Agents: An End-to-End, Trace-Backed Methodology
Teja Venkat Kolli, Sang Su Lee, Xueying Yan +5
Enterprise analytics agents are not only text-to-SQL systems. They interpret business intent and choose metric definitions. They select data sources, execute tools, inspect results…