9 papers · 1 filter
A Process Harness for Uplifting Legacy Workflows to Agentic BPM: Design and Realization in CUGA FLO
Fabiana Fournier, Lior Limonad
We introduce the process harness, a new mechanism for uplifting legacy workflows into Agentic Business Process Management (Agentic BPM) without replacing the underlying workflow en…
Agent Mentor: Framing Agent Knowledge through Semantic Trajectory Analysis
Roi Ben-Gigi, Yuval David, Fabiana Fournier +4
AI agent development relies heavily on natural language prompting to define agents' tasks, knowledge, and goals. These prompts are interpreted by Large Language Models (LLMs), whic…
Agentic Business Process Management: A Research Manifesto
Diego Calvanese, Angelo Casciani, Giuseppe De Giacomo +15
This paper presents a manifesto that articulates the conceptual foundations of Agentic Business Process Management (APM), an extension of Business Process Management (BPM) for gove…
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…
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…
How well can a large language model explain business processes as perceived by users?
Dirk Fahland, Fabiana Fournier, Lior Limonad +2
Large Language Models (LLMs) are trained on a vast amount of text to interpret and generate human-like textual content. They are becoming a vital vehicle in realizing the vision of…