The customer, a prominent eCommerce marketing platform provider, was using Salesforce Service Cloud to manage their large-scale operations. They wanted to gain insights into customer experience, identify potential problems, and improve customer service. And so, they wanted to leverage OpenAI (ChatGPT) for sentiment analysis of customer interactions, specifically focusing on Live Chat Transcripts.