BPM 2026 - Debugging Interactions: Agents that realize conversational process modelling, do so by potentially interacting multiple times with LLMs, and perform multiple model transformations while doing so. Please go to the CPEE LLM Error Debugging Console to make the steps performed inside the agent transparent, including errors and applied corrections whenever an LLM was involved.
▹ Check our short video for debugging converstional process modelling.
These Demos are a work in progress, highlighting the creation of executable processes, where each task is connected to a functionality (tasks can be agents themselves 🐺) and data flows between the tasks.
Create and Redesign Process Models
If you like process execution, check out our webpage, publications, linkedin, cpee.org.
BPM 2025
[Klievtsova et al., 2025] Klievtsova, N., Ehrendorfer, M., Mangler, J., Rinderle‑Ma, S., 2025. AutoBPMN.AI: Conversational Process Modeling and Automation, in: Proceedings of the Demonstration Track, BPM 2025, CEUR Workshop Proceedings. Presented at the BPM 2025, CEUR, Seville, Spain, pp. 304–311.
Related Work
[Klievtsova et al., 2024a] Klievtsova, N., Benzin, J.-V., Kampik, T., Mangler, J., Rinderle-Ma, S., 2024. Conversational Process Modeling: Can Generative AI Empower Domain Experts in Creating and Redesigning Process Models? https://doi.org/10.48550/arXiv.2304.11065
[Klievtsova et al., 2023] Klievtsova, N., Benzin, J.-V., Kampik, T., Mangler, J., Rinderle-Ma, S., 2023. Conversational Process Modelling: State of the Art, Applications, and Implications in Practice, in: Di Francescomarino, C., Burattin, A., Janiesch, C., Sadiq, S. [Eds.], Business Process Management Forum, Lecture Notes in Business Information Processing. Springer Nature Switzerland, Cham, pp. 319–336. https://doi.org/10.1007/978-3-031-41623-1_19
[Klievtsova et al., 2025a] Klievtsova, N., Benzin, J.-V., Mangler, J., Kampik, T., Rinderle-Ma, S., 2025. Process Modeler vs. Chatbot: Is Generative AI Taking over Process Modeling?, in: Delgado, A., Slaats, T. [Eds.], Process Mining Workshops, Lecture Notes in Business Information Processing. Springer Nature Switzerland, Cham, pp. 637–649. https://doi.org/10.1007/978-3-031-82225-4_47
[Klievtsova et al., 2025b] Klievtsova, N., Kampik, T., Mangler, J., Rinderle-Ma, S., 2025. Conversational Process Model Redesign. https://doi.org/10.48550/arXiv.2505.05453
[Klievtsova et al., 2025c] Klievtsova, N., Kampik, T., Mangler, J., Rinderle-Ma, S., 2025. Conversationally Actionable Process Model Creation, in: Comuzzi, M., Grigori, D., Sellami, M., Zhou, Z. [Eds.], Cooperative Information Systems, Lecture Notes in Computer Science. Springer Nature Switzerland, Cham, pp. 39–55. https://doi.org/10.1007/978-3-031-81375-7_3
[Klievtsova et al., 2024b] Klievtsova, N., Mangler, J., Kampik, T., Benzin, J.-V., Rinderle-Ma, S., 2024. How Can Generative AI Empower Domain Experts in Creating Process Models?
[Klievtsova et al., 2024c] Klievtsova, N., Mangler, J., Kampik, T., Rinderle-Ma, S., 2024. Utilizing Process Models in the Requirements Engineering Process Through Model2Text Transformation, in: 2024 IEEE 32nd International Requirements Engineering Conference (RE). IEEE, pp. 205–217.
[Vu et al., 2025] Vu, H., Klievtsova, N., Leopold, H., Rinderle-Ma, S., Kampik, T., 2025. Agentic Business Process Management: The Past 30 Years And Practitioners’ Future Perspectives. https://doi.org/10.48550/arXiv.2504.03693