In this episode, Kate Eberle and Brick discuss the benefits of using a data lake instead of a traditional data warehouse during the first 100 days of a company's acquisition by a private equity firm, citing its ability to speed up insights, offer a consolidated view of data from different add-ons, and act as a sandbox for determining operational key performance indicators (KPIs). Data lakes can provide fast, updated information, enable better natural language querying, and allow companies to quickly adapt to evolving business needs, making them a both a foundational and scalable solution.