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Bibliographic Details
Main Authors: Kabakci-Zorlu, Duygu, Lorenzi, Fabio, Sheehan, John, Lynch, Karol, Eck, Bradley
Format: Preprint
Published: 2025
Subjects:
Online Access:https://arxiv.org/abs/2509.17834
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Table of Contents:
  • We propose an interactive system using foundation models and user-provided technical documents to generate Failure Mode and Effects Analyses (FMEA) for industrial equipment. Our system aggregates unstructured content across documents to generate an FMEA and stores it in a relational database. Leveraging this tool, the time required for creation of this knowledge-intensive content is reduced, outperforming traditional manual approaches. This demonstration showcases the potential of foundation models to facilitate the creation of specialized structured content for enterprise asset management systems.