This workshop targets AI/ML researchers, data scientists, software engineers, and enterprise AI practitioners working on:
Agentic AI frameworks and applications
Retrieval-augmented generation (RAG)
Reasoning models
Enterprise search systems
Large-scale knowledge management
We welcome participation from academia, industry, and government to foster cross-disciplinary collaboration!
We encourage all submissions related to LLM usage in an enterprise setting, with a special focus on, but not limited to, the following topics:
Multi-agent system design for enterprise applications
Advanced reasoning model usages
Knowledge graph enhanced AI agents for complex reasoning
Low-code or no-code interfaces for non-technical users
Enterprise agentic AI platform
Web-augmented and tool-augmented reasoning approaches
Synthetic data generation for training enterprise agents in data-scarce or sensitive domains
Evaluation benchmarks and metrics for Enterprise RAG and AI agents
Explainability and auditability of AI agents in high-stakes decisions (e.g., finance, healthcare)
Continual learning and lifelong learning in evolving environments
Security, privacy, and trustworthiness in enterprise RAG systems
Submission Deadline: May 26, 2025
Author Notification: June 16, 2025
All submissions must be in a single PDF file and formatted using the Standard ACM Conference Proceedings Template. Supplementary materials such as demonstration videos, datasets, and code may be included either as additional files or via external links within the PDF.
All accepted papers will be presented as posters. Depending on the schedule, some will also be selected for oral presentations. Submissions will be evaluated based on quality, novelty, impact, depth, clarity, and generalizability. For each accepted paper, at least one author must attend the workshop and present it.
We accept three types of paper submissions:
Track 1: Full length papers. Submissions in this track can be up to 6 pages, plus any pages of additional references and appendices.
Track 2: Demonstration. Submission for this track can be up to 4 pages, plus any pages of additional references and appendices. This track is for software demonstration proposals that describe agentic AI usage in Enterprise setting. The submitted proposal should include architecture of the proposed system, supported functionalities, user scenarios, interface and interaction options, etc. The submission of a demonstration video (up to 5 minutes and 50MB) together with your demonstration proposal is encouraged via CMT.
Track 3: Extended abstract. Submission for this track can be up to 2 pages, plus any pages of additional references and appendices. For this track, we encourage submissions that describe visionary ideas, preliminary results, controversial findings, or experience sharing.
Authors should note that reviewers are not required to read appendices. Previously submitted or published work is acceptable. Authors are responsible for ensuring compliance with the policies of other venues.
Reviews are single-blind. Feel free to include author names and affiliations in your submission.
Submit via EasyChair: https://easychair.org/conferences/?conf=aae25