In the LinkedIn article linked above, I share what I learned using Large Language Models (LLMs) like ChatGPT and Llama to quickly summarize a large number of complaint narratives. Key findings:

• Using natural language models to generate summaries of complaints can significantly enhance the complaint management, allowing analysts and management to quickly review complaints.
• These summaries can omit important details, so human review is still needed.