Guardrailed LLM Systems for Home Insurance Claims Triage
Keywords:
Retrieval-Augmented Generation, Insurance Claims Triage, Explainable Artificial Intelligence, Microservices Architecture, Guardrailed Language ModelsAbstract
The deployment of guardrail Large Language Model systems for home insurance claims triage addressesfundamental operational challenges facing property insurers amid escalating claim volumes driven bynatural disasters and extreme weather events. Traditional manual triage processes create significant bottlenecks through reliance on sequential
References
Kris Bertelsen, "Renters and Homeowners Insurance: When the Unexpected Happens", Federal Reserve Bank of St. Louis, 2020. [Online]. Available: https://www.stlouisfed.org/publications/page-oneeconomics/2020/02/03/renters-and-homeowners-insurance-when-the-unexpected-happens
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Published
2025-12-31
How to Cite
Khader Ahmed Mohammed. (2025). Guardrailed LLM Systems for Home Insurance Claims Triage. Journal of Computational Analysis and Applications (JoCAAA), 34(12), 862–870. Retrieved from https://www.eudoxuspress.com/index.php/pub/article/view/4598
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