CFP: RuleML+RR 2026 Industry Track - Rules, Reasoning & Industrial AI
Linas Petkevičius
The RuleML+RR 2026 Industry Track invites submissions describing original industrial advances, deployments, and application experiences based on rules and reasoning technologies, with a strong emphasis on hybrid systems combining reasoning and machine learning.
We welcome experience reports, case studies, and applied research from practitioners across industries including (but not limited to): cybersecurity, healthcare, finance, energy, manufacturing, logistics, transportation, autonomous systems, government and law, life sciences, smart cities, telecommunications, agriculture, media, and emerging AI-driven sectors.
Topics of interest include:
Rules, Reasoning & Advanced AI: integration with LLMs, generative AI, agentic systems, RAG, neuro-symbolic methods, and verifiable AI
Knowledge Graphs & Ontologies: rule-centric KG construction, validation, fusion, LLM-empowered KGs, multimodal KGs, dynamic knowledge memory
Scalable & Agentic Systems: large-scale deployments, cost-efficient rule-augmented agents, autonomous decision-making systems
RegTech & Responsible AI: compliance automation, policy reasoning, explainability, fairness, accountability, and auditable AI systems
Emerging Applications & Experiences: edge AI, green/sustainable AI, multi-agent systems, and real-world lessons learned
Submission format:
Extended abstracts: 5–6 pages (including references)
CEUR-WS CEURART (1-column) format
Proceedings published in CEUR Workshop Proceedings
Non-anonymous review by a mixed academic–industrial PC
Important dates (AoE):
Paper submission: June 5, 2026
Notification: July 3, 2026
Submission site (CMT):
https://cmt3.research.microsoft.com/DAI2026/Track/5/Submission/Create
The Industry Track is part of RuleML+RR 2026, co-located with Declarative AI 2026 in Vilnius, Lithuania (Aug 24–26, 2026).
More info:
https://2026.declarativeai.net/events/ruleml-rr