The life insurance industry is poised to significantly from integrating Generative/Responsible AI, particularly through Prompt Engineering within Large Language Models (LLMs). This paper explores how advancements in Generative/Responsible AI can automate and enhance claim processing. Traditional claim processes, involving steps like document verification and beneficiary validation, require meticulous attention. Generative/Responsible AI can analyze complex documents, extract key information, and generate summaries for agents, expediting the process and ensuring accuracy. Prompt Engineering is essential for guiding AI models to produce accurate and ethically aligned outputs, adhering to industry standards. The research highlights potential benefits such as reduced processing times, improved customer satisfaction, and enhanced fraud detection, while addressing challenges and ethical considerations. By leveraging these technologies, the industry can achieve more efficient, accurate, and responsible claim processing, benefiting both providers and claimants. This paper provides a comprehensive overview of this transformative journey.

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Responsible AI Transforms Insurance Claims via Prompt Engineering

  • Shravya Kalva,
  • Atif Farid Mohammad

摘要

The life insurance industry is poised to significantly from integrating Generative/Responsible AI, particularly through Prompt Engineering within Large Language Models (LLMs). This paper explores how advancements in Generative/Responsible AI can automate and enhance claim processing. Traditional claim processes, involving steps like document verification and beneficiary validation, require meticulous attention. Generative/Responsible AI can analyze complex documents, extract key information, and generate summaries for agents, expediting the process and ensuring accuracy. Prompt Engineering is essential for guiding AI models to produce accurate and ethically aligned outputs, adhering to industry standards. The research highlights potential benefits such as reduced processing times, improved customer satisfaction, and enhanced fraud detection, while addressing challenges and ethical considerations. By leveraging these technologies, the industry can achieve more efficient, accurate, and responsible claim processing, benefiting both providers and claimants. This paper provides a comprehensive overview of this transformative journey.