This chapter explores the transformative journey of data management from on-premises solutions to innovative cloud technologies, emphasizing the rise of streaming analytics and lake houses. It also addresses the challenges of managing technology within organizations, highlighting the balance between deep technical knowledge and practical application for effective data leadership.