Proposal: 2nd Workshop on Agentic AI Benchmark and Application for Enterprise Tasks

This workshop focuses on agentic AI, a rapidly evolving and critical field, with a particular emphasis on its application and evaluation in enterprise-level operations. While the emergence of powerful multimodal large language models (LLMs) has made it possible to deploy agentic AI for a wide range of tasks, its implementation in complex enterprise environments remains largely unexplored and under-researched. The primary objective of this workshop is to promote discussion and collaboration aimed at building robust, efficient, and reliable agentic AI technologies for complex and dynamic enterprise operations. This workshop will be beneficial not only for researchers at institutions conducting research on agentic AI benchmarks and applications, but also for those working within enterprises to build and operate systems using agentic AI. We estimate approximately 250+ attendees, based on the success of the inaugural edition held at AAAI-26.