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#process-mining News & Analysis

2 articles tagged with #process-mining. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AINeutralarXiv – CS AI · Apr 146/10
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Ambiguity Detection and Elimination in Automated Executable Process Modeling

Researchers have developed a framework to detect and eliminate ambiguities in natural-language specifications converted to executable BPMN process models by large language models. The method identifies behavioral inconsistencies through KPI analysis, diagnoses gateway logic problems, and repairs source text through evidence-based refinement, reducing variability in regenerated model behavior.

AINeutralarXiv – CS AI · Mar 176/10
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PMAx: An Agentic Framework for AI-Driven Process Mining

Researchers have developed PMAx, an autonomous AI framework that democratizes process mining by allowing business users to analyze organizational workflows through natural language queries. The system uses a multi-agent architecture with local execution to ensure data privacy and mathematical accuracy while eliminating the need for specialized technical expertise.