In this episode of How I Met Your Data, we welcome James Anderson, ex-consultant and current Director of Cloud Data Architecture at Snowflake. Hosts Sandy Estrada and Anjali Bansal engage in a comprehensive discussion covering Snowflake's advanced capabilities, the intricacies of dashboards, and the broader future of data work.   The conversation covers a lot of ground from the critical importance of aligning business goals with data initiatives, the value of Return on Investment (ROI), and the creation of data products.  We discuss the dangers of focusing too narrowly on specific use-cases, the benefits of reusability in data products, and the essential roles of assets and collaboration in data analytics. We also debate the often misunderstood concepts of data mesh and the pivotal role of data governance. The dialogue then extends into Generative AI and its influence on business strategies. We discuss the modern data stack's tool selection process, how customer feedback influences Snowflake's developments, and generative AI's effects on data teams. Additionally, we explore the role of Python in data engineering and then take a stance over the longevity of operational dashboards. This episode is jam packed with industry trends, practical examples, and thought-provoking insights into data management, governance, AI, and advanced analytics.  You are not going to want to miss this one.