AI for BI
Build an AI-powered app to analyze unstructured feedback, generate insightful reports, and create interactive visualizations
New AI agent tools have made automating data analysis remarkably simple. When combined with a visualization platform like Streamlit, it’s simple to create a visually compelling business reporting application.
In this tutorial, we will focus on analyzing customer feedback. This analysis and a good understanding of customer sentiment is essential to ensure that products meet expectations and quality issues are resolved. Products perceived as low quality simply won’t sell.
However, analyzing customer feedback can involve processing a large volume of unstructured data, a task that can be daunting. This is where large language models excel, allowing meaningful insights to be extracted from this data.
Our first step is to clarify the objective.
Imagine we have a list of customer review posts about products from an online retailer. Our goal is to generate an executive report that highlights the best performing products, identifies issues related to the worst performing…
