1. The importance of data management in AI and GenAI systems is highlighted. 2. Many organizations lack a coherent data management strategy, leading to difficulties in accessing and utilizing data. 3. The concept of a data lakehouse is introduced as a solution to manage and utilize data more effectively for AI applications.