In this episode of Smart Enterprises: AI Frontiers, we explore the complexities of automating data engineering tasks in large enterprises using Large Language Models (LLMs). Drawing from a real-world case study on matching payments to invoices, we discuss the unique challenges that arise when working with complex enterprise data, including multi-matches, scattered tables, and human errors. Join us as we break down how LLMs are revolutionizing data engineering, the limitations they still face, and what lies ahead for AI in automating enterprise processes.