In this episode, Brick and Caleb discuss the importance of preparing your data environment for the arrival of AI tools. They highlight the advantages of a data lake, a flexible repository for storing and integrating data, making it easier to analyze and report on. By having an established data lake, organizations can seamlessly leverage upcoming AI tools without having to scramble to access data in their transactional systems.