ProMoAI: Process Modeling with Generative AI

TL;DR

ProMoAI uses Large Language Models to automatically generate and optimize process models from text, making process modeling more accessible and efficient for users without deep technical expertise.

Contribution

It introduces a novel AI-driven approach that leverages LLMs for automatic process model generation, optimization, and user interaction, reducing technical barriers.

Findings

Automates process model generation from textual descriptions.

Supports process model optimization through user feedback.

Significantly lowers the expertise required for process modeling.

Abstract

ProMoAI is a novel tool that leverages Large Language Models (LLMs) to automatically generate process models from textual descriptions, incorporating advanced prompt engineering, error handling, and code generation techniques. Beyond automating the generation of complex process models, ProMoAI also supports process model optimization. Users can interact with the tool by providing feedback on the generated model, which is then used for refining the process model. ProMoAI utilizes the capabilities LLMs to offer a novel, AI-driven approach to process modeling, significantly reducing the barrier to entry for users without deep technical knowledge in process modeling.