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Entries by Maksym Hudinovych

Intelligent Process Decomposition: A Pragmatic Approach to BPMN Generation

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In our previous article, we explained why Large Language Models struggle to generate valid BPMN diagrams. The problems are substantial: structural complexity, context limitations, the gap between knowledge and execution, non-determinism, and layout challenges. But these challenges can be solved. We developed a first prototype, that works with current technology by addressing each limitation systematically. […]

Why AI can’t yet generate business process diagrams

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Business Process Model and Notation (BPMN) has become the standard for documenting how organizations work. But creating and maintaining accurate process diagrams requires expertise that many companies simply don’t have. Large Language Models (LLMs) could change this. Describing a workflow in plain language and getting a proper BPMN diagram back. The technology seems ready, but […]