4 papers
XABPs: Towards eXplainable Autonomous Business Processes
Peter Fettke, Fabiana Fournier, Lior Limonad +3
Autonomous business processes (ABPs), i.e., self-executing workflows leveraging AI/ML, have the potential to improve operational efficiency, reduce errors, lower costs, improve res…
The WHY in Business Processes: Unification of Causal Process Models
Yuval David, Fabiana Fournier, Lior Limonad +1
Causal reasoning is essential for business process interventions and improvement, requiring a clear understanding of causal relationships among activity execution times in an event…
Agentic AI Process Observability: Discovering Behavioral Variability
Fabiana Fournier, Lior Limonad, Yuval David
AI agents that leverage Large Language Models (LLMs) are increasingly becoming core building blocks of modern software systems. A wide range of frameworks is now available to suppo…
Selecting the Right LLM for eGov Explanations
Lior Limonad, Fabiana Fournier, Hadar Mulian +3
The perceived quality of the explanations accompanying e-government services is key to gaining trust in these institutions, consequently amplifying further usage of these services.…