We are at the start of a massive, AI-driven feedback loop. A loop between a universal language, Python, a universal engine, Spark, and universal storage, Open Table Formats, that will accelerate us from simple automation to fully agentic, automated data management. This session helps D&A leaders assess their strategy for navigating this disruptive transition and its opportunities and risks.