Our customers, a multinational corporation, face the challenge of understanding whether their customers are satisfied or happy with their products based on extensive data like product reviews collected from various sources including social media platforms. They seek a solution to automate the sentiment analysis process to efficiently gauge customer satisfaction without manually reviewing thousands of reviews.