World Congress 2025 • Aug 20, 2025 • Session details

Solving the puzzle: Leveraging machine learning for effective root cause analysis

Bernhard , Varsha Venugopal

Are traditional statistical methods failing your complex manufacturing data? Discover how pairing LightGBM with Explainable AI cuts root cause analysis from days to under two hours.

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Matching moments

2:21 min

Using AI for incident summaries and root cause analysis

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Audience questions on practical machine learning operational strategies

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Limitations of traditional machine learning debugging approaches

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