SAP-samples/multimodal-generative-ai-for-bpm
Contains dataset and source code for the thesis "Generative AI for Business Process Management - Suitability of Modalities". Aims to evaluate feasibility of generating structured process models from unstructured documents containing images and texts using multimodal LLMs
This project helps business process managers and analysts by converting complex, unstructured business documents—which include both text and images—into structured process models (like BPMN diagrams). It takes various document formats as input and outputs standardized process models, streamlining the initial phase of process analysis and design. It is designed for professionals who need to quickly create formal process documentation from diverse source materials.
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Use this if you are a business analyst or process consultant who regularly needs to translate informal process descriptions, strategy documents, or operational guidelines into structured business process models.
Not ideal if you need a tool for real-time process execution monitoring, advanced process simulation, or a solution for highly confidential documents outside of a controlled research environment.
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Jupyter Notebook
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Apache-2.0
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Last pushed
Mar 07, 2025
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